text stringlengths 35 1.54k | source stringclasses 1
value | page int64 1 800 | book stringclasses 1
value | chunk_index int64 0 0 |
|---|---|---|---|---|
bibliography breiman, l. ( 1994 ). bagging predictors. machine learning, ( 2 ), 123 – 140. 24 256 breiman, l., friedman, j. h., olshen, r. a., and stone, c. j. ( 1984 ). classification and regression trees. wadsworth international group, belmont, ca. 146 bridle, j. s. ( 1990 ). alphanets : a recurrent ‘ neural ’ network... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 743 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
a. d., pietra, v. j. d., jelinek, f., [UNK], j. d., mercer, r. l., and roossin, p. s. ( 1990 ). a statistical approach to machine translation. computational linguistics, ( 2 ), 79 – 85. 16 21 brown, p. f., pietra, v. j. d., desouza, p. v., lai, j. c., and mercer, r. l. ( 1992 ). class - based - gram models of natural l... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 743 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
- 1303, raytheon company, missle and space division. 225 [UNK], c., caruana, r., and niculescu - mizil, a. ( 2006 ). model compression. in proceedings of the 12th acm sigkdd international conference on knowledge discovery and data mining, pages 535 – 541. acm. 448 burda, y., grosse, r., and salakhutdinov, r. ( 2015 ). ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 743 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##ive divergence learning. in r. g. cowell and z. ghahramani, editors, proceedings of the tenth international workshop on artificial intelligence and statistics ( aistats ’ 05 ), pages 33 – 40. society for artificial intelligence and statistics. 611 caruana, r. ( 1993 ). multitask connectionist learning. in proc. 1993 co... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 743 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography cayton, l. ( 2005 ). algorithms for manifold learning. technical report cs2008 - 0923, ucsd. 164 chandola, v., banerjee, a., and kumar, v. ( 2009 ). anomaly detection : a survey. acm computing surveys ( csur ), ( 3 ), 15. 41 102 chapelle, o., weston, j., and scholkopf, b. ( 2003 ). cluster kernels for semi... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 744 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##ri, s., and simard, p. ( 2006 ). high performance convolutional neural networks for document processing. in guy lorette, editor, tenth international workshop on frontiers in handwriting recognition, la baule ( france ). universite de rennes 1, suvisoft. http : / / www. suvisoft. com.,, 24 27 445 chen, b., ting, j. - ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 744 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
., wang, j., wu, c., chen, y., and temam, o. ( 2014a ). diannao : a small - footprint high - throughput accelerator for ubiquitous machine - learning. in pro - ceedings of the 19th international conference on architectural support for programming languages and operating systems, pages 269 – 284. acm. 451 chen, t., li, ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 744 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
chen, t., xu, z., sun, n., et al. microarchitecture ( 2014b ). dadiannao : a machine - learning supercomputer. in ( micro ), 2014 47th annual ieee / acm international symposium on, pages 609 – 622. ieee. 451 chilimbi, t., suzue, y., apacible, j., and kalyanaraman, k. ( 2014 ). project adam : building an [UNK] and scala... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 744 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography cho, k., raiko, t., and ilin, a. ( 2011 ). enhanced gradient and adaptive learning rate for training restricted boltzmann machines. in, pages 105 – 112. icml ’ 2011 674 cho, k., van merrienboer, b., gulcehre, c., bougares, f., schwenk, h., and bengio, y. ( 2014a ). learning phrase representations using rnn... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 745 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. 412 choromanska, a., [UNK], m., mathieu, m., arous, g. b., and lecun, y. ( 2014 ). the loss surface of multilayer networks., 285 286 chorowski, j., bahdanau, d., cho, k., and bengio, y. ( 2014 ). end - to - end continuous speech recognition using attention - based recurrent nn : first results. arxiv : 1412. 1602. 461... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 745 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##gio, y. ( 2014 ). empirical evaluation of gated recurrent neural networks on sequence modeling. nips ’ 2014 deep learning workshop, arxiv 1412. 3555., 412 460 chung, j., gulcehre, c., cho, k., and bengio, y. ( 2015a ). gated feedback recurrent neural networks. in. icml ’ 15 412 chung, j., kastner, k., dinh, l., goel,... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 745 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
d. c., meier, u., gambardella, l. m., and schmidhuber, j. ( 2010 ). deep big simple neural nets for handwritten digit recognition. neural computation, 22, 1 – 14. 24 27 446,, coates, a. and ng, a. y. ( 2011 ). the importance of encoding versus training with sparse coding and vector quantization. in.,, icml ’ 2011 27 25... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 745 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography coates, a., huval, b., wang, t., wu, d., catanzaro, b., and andrew, n. ( 2013 ). deep learning with cots hpc systems. in s. dasgupta and d. mcallester, editors, proceedings of the 30th international conference on machine learning ( icml - 13 ), volume 28 ( 3 ), pages 1337 – 1345. jmlr workshop and conferen... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 746 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##sing. in aistats ’ 2011. 101 477, collobert, r. and weston, j. ( 2008a ). a unified architecture for natural language processing : deep neural networks with multitask learning. in., icml ’ 2008 471 477 collobert, r. and weston, j. ( 2008b ). a unified architecture for natural language processing : deep neural networks ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 746 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##lobert, r., weston, j., bottou, l., karlen, m., kavukcuoglu, k., and kuksa, p. ( 2011a ). natural language processing ( almost ) from scratch. the journal of machine learning research,, 2493 – 2537.,,, 12 328 477 535 536 collobert, r., kavukcuoglu, k., and farabet, c. ( 2011b ). torch7 : a matlab - like environ - men... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 746 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
farabet, c., najman, l., and lecun, y. ( 2013 ). indoor semantic segmentation using depth information. in international conference on learning representations ( iclr2013 )., 23 201 courbariaux, m., bengio, y., and david, j. - p. ( 2015 ). low precision arithmetic for deep learning. in arxiv : 1412. 7024, iclr ’ 2015 wo... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 746 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography courville, a., desjardins, g., bergstra, j., and bengio, y. ( 2014 ). the spike - and - slab rbm and extensions to discrete and sparse data distributions. pattern analysis and machine intelligence, ieee transactions on, ( 9 ), 1874 – 1887. 36 682 cover, t. m. and thomas, j. a. ( 2006 ). elements of informa... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 747 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
sleep. nature, 304, 111 – 114. 609 cybenko, g. ( 1989 ). approximation by superpositions of a sigmoidal function. mathematics of control, signals, and systems,, 303 – 314. 2 198 dahl, g. e., ranzato, m., mohamed, a., and hinton, g. e. ( 2010 ). phone recognition with the mean - covariance restricted boltzmann machine. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 747 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##fied linear units and dropout. in. icassp ’ 2013 460 dahl, g. e., jaitly, n., and salakhutdinov, r. ( 2014 ). multi - task neural networks for qsar predictions. arxiv : 1406. 1231. 26 dauphin, y. and bengio, y. ( 2013 ). stochastic ratio matching of rbms for sparse high - dimensional inputs. in. nips foundation. nips2... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 747 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
nips ’ 2014 285 286 288 davis, a., rubinstein, m., wadhwa, n., mysore, g., durand, f., and freeman, w. t. ( 2014 ). the visual microphone : passive recovery of sound from video. acm transactions on graphics ( proc. siggraph ), ( 4 ), 79 : 1 – 79 : 10. 33 452 732 | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 747 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography dayan, p. ( 1990 ). reinforcement comparison. in connectionist models : proceedings of the 1990 connectionist summer school, san mateo, ca. 691 dayan, p. and hinton, g. e. ( 1996 ). varieties of helmholtz machine. neural networks, 9 ( 8 ), 1385 – 1403. 693 dayan, p., hinton, g. e., neal, r. m., and zemel, ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 748 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
., nips ’ 2012 25 447 dean, t. and kanazawa, k. ( 1989 ). a model for reasoning about persistence and causation. computational intelligence, ( 3 ), 142 – 150. 5 662 deerwester, s., dumais, s. t., furnas, g. w., landauer, t. k., and harshman, r. ( 1990 ). indexing by latent semantic analysis. journal of the american soc... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 748 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. in. cvpr09 21 deng, j., berg, a. c., li, k., and fei - fei, l. ( 2010a ). what does classifying more than 10, 000 image categories tell us? in proceedings of the 11th european conference on computer vision : part v, eccv ’ 10, pages 71 – 84, berlin, heidelberg. springer - verlag. 21 deng, l. and yu, d. ( 2014 ). deep... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 748 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
and de freitas, n. ( 2012 ). learning where to attend with deep architectures for image tracking. neural computation, 24 ( 8 ), 2151 – 2184. 367 denton, e., chintala, s., szlam, a., and fergus, r. ( 2015 ). deep generative image models using a laplacian pyramid of adversarial networks.., nips 702 719 desjardins, g. and... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 748 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography desjardins, g., courville, a. c., bengio, y., vincent, p., and delalleau, o. ( 2010 ). tempered markov chain monte carlo for training of restricted boltzmann machines. in international conference on artificial intelligence and statistics, pages 145 – 152., 603 614 desjardins, g., courville, a., and bengio, ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 749 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
network joint models for statistical machine translation. in proc. acl ’ 2014. 473 devroye, l. ( 2013 ). non - uniform random variate generation. springerlink : bucher. springer new york. 694 dicarlo, j. j. ( 2013 ). mechanisms underlying visual object recognition : humans vs. neurons vs. machines. nips tutorial., 26 3... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 749 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##9. 102 donoho, d. l. and grimes, c. ( 2003 ). hessian eigenmaps : new locally linear embedding techniques for high - dimensional data. technical report 2003 - 08, dept. statistics, stanford university., 164 519 dosovitskiy, a., springenberg, j. t., and brox, t. ( 2015 ). learning to generate chairs with convolutional... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 749 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
e. ( 1973 ). the computational solution of optimal control problems with time lag. ieee transactions on automatic control,, 383 – 385. 18 ( 4 ) 225 drucker, h. and lecun, y. ( 1992 ). improving generalisation performance using double back - propagation. ieee transactions on neural networks, ( 6 ), 991 – 997. 3 271 734 | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 749 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography duchi, j., hazan, e., and singer, y. ( 2011 ). adaptive subgradient methods for online learning and stochastic optimization. journal of machine learning research. 307 dudik, m., langford, j., and li, l. ( 2011 ). doubly robust policy evaluation and learning. in proceedings of the 28th international confere... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 750 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
). training generative neural net - works via maximum mean discrepancy optimization. arxiv preprint arxiv : 1505. 03906. 703 el hihi, s. and bengio, y. ( 1996 ). hierarchical recurrent neural networks for long - term dependencies. in.,, nips ’ 1995 398 407 408 elkahky, a. m., song, y., and he, x. ( 2015 ). a multi - vi... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 750 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. the [UNK] of training deep architectures and the [UNK] of unsupervised pre - training. in proceedings of aistats ’ 2009. 201 erhan, d., bengio, y., courville, a., manzagol, p., vincent, p., and bengio, s. ( 2010 ). why does unsupervised pre - training help deep learning? j. machine learning res. 529 533 534,, fahlman... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 750 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, j., he, x., mitchell, m., platt, j. c., zitnick, c. l., and zweig, g. ( 2015 ). from captions to visual concepts and back. arxiv : 1411. 4952. 102 farabet, c., lecun, y., kavukcuoglu, k., culurciello, e., martini, b., akselrod, p., and talay, s. ( 2011 ). large - scale fpga - based convolutional networks. in r. bekke... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 750 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography farabet, c., couprie, c., najman, l., and lecun, y. ( 2013 ). learning hierarchical features for scene labeling. ieee transactions on pattern analysis and machine intelligence, 35 ( 8 ), 1915 – 1929.,, 23 201 360 fei - fei, l., fergus, r., and perona, p. ( 2006 ). one - shot learning of object categories. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 751 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
of eugenics,, 179 – 188., 7 21 105 foldiak, p. ( 1989 ). adaptive network for optimal linear feature extraction. in international joint conference on neural networks ( ijcnn ), volume 1, pages 401 – 405, washington 1989. ieee, new york. 494 franzius, m., sprekeler, h., and wiskott, l. ( 2007 ). slowness and sparseness ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 751 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. joint conf. on artificial intelligence. 401 frasconi, p., gori, m., and sperduti, a. ( 1998 ). a general framework for adaptive processing of data structures. ieee transactions on neural networks, 9 ( 5 ), 768 – 786. 401 freund, y. and schapire, r. e. ( 1996a ). experiments with a new boosting algorithm. in machine le... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 751 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
and dayan, p. ( 1996 ). does the wake - sleep algorithm learn good density estimators? in d. touretzky, m. mozer, and m. hasselmo, editors, advances in neural information processing systems 8 ( nips ’ 95 ), pages 661 – 670. mit press, cambridge, ma. 651 736 | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 751 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography frobenius, g. ( 1908 ). uber matrizen aus positiven elementen, s. b. preuss. akad. wiss. berlin, germany. 597 fukushima, k. ( 1975 ). cognitron : a self - organizing multilayered neural network. biological cybernetics,, 121 – 136.,, 20 16 226 528 fukushima, k. ( 1980 ). neocognitron : a self - organizing n... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 752 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, and fogelman - soulie, f. ( 1987 ). memoires associatives distribuees. in proceedings of cognitiva 87, paris, la villette. 515 garcia - duran, a., bordes, a., usunier, n., and grandvalet, y. ( 2015 ). combining two and three - way embeddings models for link prediction in knowledge bases. arxiv preprint arxiv : 1506. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 752 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. ( 1900 ). the metric system of identification of criminals, as used in great britain and ireland. the journal of the anthropological institute of great britain and ireland, ( 2 ), 177 – 227. 21 gers, f. a., schmidhuber, j., and cummins, f. ( 2000 ). learning to forget : continual prediction with lstm. neural computati... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 752 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
: 1512. 00103. 477 girshick, r., donahue, j., darrell, t., and malik, j. ( 2015 ). region - based convolutional networks for accurate object detection and segmentation. 426 giudice, m. d., manera, v., and keysers, c. ( 2009 ). programmed to learn? the ontogeny of mirror neurons., ( 2 ), 350 – – 363. dev. sci. 12 656 gl... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 752 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography glorot, x., bordes, a., and bengio, y. ( 2011b ). domain adaptation for large - scale sentiment classification : a deep learning approach. in., icml ’ 2011 507 537 goldberger, j., roweis, s., hinton, g. e., and salakhutdinov, r. ( 2005 ). neighbourhood components analysis. in l. saul, y. weiss, and l. botto... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 753 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. nips ’ 2009 255 goodfellow, i., koenig, n., muja, m., pantofaru, c., sorokin, a., and takayama, l. ( 2010 ). help me help you : interfaces for personal robots. in proc. of human robot interaction ( hri ), osaka, japan. acm press, acm press. 100 goodfellow, i. j. ( 2010 ). technical report : multidimensional, downsamp... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 753 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##vised feature discovery. in nips workshop on challenges in learning hierarchical models., 532 538 goodfellow, i. j., warde - farley, d., mirza, m., courville, a., and bengio, y. ( 2013a ). maxout networks. in s. dasgupta and d. mcallester, editors,, pages 1319 – icml ’ 13 1327.,,,, 193 264 344 365 455 goodfellow, i. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 753 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
mirza, m., pascanu, r., bergstra, j., bastien, f., and bengio, y. ( 2013c ). pylearn2 : a machine learning research library. arxiv preprint arxiv : 1308. 4214., 25 446 goodfellow, i. j., courville, a., and bengio, y. ( 2013d ). scaling up spike - and - slab models for unsupervised feature learning. ieee transactions on... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 753 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography goodfellow, i. j., shlens, j., and szegedy, c. ( 2014b ). explaining and harnessing adver - sarial examples.,.,,,, corr abs / 1412. 6572 268 269 271 555 556 goodfellow, i. j., pouget - abadie, j., mirza, m., xu, b., warde - farley, d., ozair, s., courville, a., and bengio, y. ( 2014c ). generative adversar... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 754 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##volutional neural networks. in international conference on learning representations.,,,,,, 25 101 201 202 203 391 422 449, goodfellow, i. j., vinyals, o., and saxe, a. m. ( 2015 ). qualitatively characterizing neural network optimization problems. in international conference on learning representa - tions.,,, 285 286... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 754 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
published under the pseudonym “ student ”. 21 gouws, s., bengio, y., and corrado, g. ( 2014 ). bilbowa : fast bilingual distributed representations without word alignments. technical report, arxiv : 1410. 2455., 476 539 graf, h. p. and jackel, l. d. ( 1989 ). analog electronic neural network circuits. circuits and devi... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 754 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
( 2014 ). towards end - to - end speech recognition with recurrent neural networks. in. icml ’ 2014 410 graves, a. and schmidhuber, j. ( 2005 ). framewise phoneme classification with bidirec - tional lstm and other neural network architectures. neural networks, 18 ( 5 ), 602 – 610. 395 graves, a. and schmidhuber, j. ( 2... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 754 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography graves, a., fernandez, s., gomez, f., and schmidhuber, j. ( 2006 ). connectionist temporal classification : labelling unsegmented sequence data with recurrent neural networks. in icml ’ 2006, pages 369 – 376, pittsburgh, usa. 460 graves, a., liwicki, m., bunke, h., schmidhuber, j., and fernandez, s. ( 2008 ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 755 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
recognition. pattern analysis and machine intelligence, ieee transactions on, ( 5 ), 855 – 868. 31 410 graves, a., mohamed, a., and hinton, g. ( 2013 ). speech recognition with deep recurrent neural networks. in, pages 6645 – 6649.,,,, icassp ’ 2013 395 398 410 411 460 graves, a., wayne, g., and danihelka, i. ( 2014a )... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 755 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
’ 2015 418 [UNK], k., srivastava, r. k., koutnik, j., steunebrink, b. r., and schmidhuber, j. ( 2015 ). lstm : a search space odyssey. arxiv preprint arxiv : 1503. 04069. 412 gregor, k. and lecun, y. ( 2010a ). emergence of complex - like cells in a temporal product network with local receptive fields. technical report,... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 755 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, c., and wierstra, d. ( 2014 ). deep autoregressive networks. in international conference on machine learning ( icml ’ 2014 ). 693 gregor, k., danihelka, i., graves, a., and wierstra, d. ( 2015 ). draw : a recurrent neural network for image generation. arxiv preprint arxiv : 1502. 04623. 698 gretton, a., borgwardt, k.... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 755 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography guo, h. and gelfand, s. b. ( 1992 ). classification trees with neural network feature extraction. neural networks, ieee transactions on, ( 6 ), 923 – 933. 3 450 gupta, s., agrawal, a., gopalakrishnan, k., and narayanan, p. ( 2015 ). deep learning with limited numerical precision.,. corr abs / 1502. 02551 45... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 756 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
online learning for [UNK] robots : spatial label propagation to learn long - range traversability. in proceedings of robotics : science and systems, atlanta, ga, usa. 453 hajnal, a., maass, w., pudlak, p., szegedy, m., and turan, g. ( 1993 ). threshold circuits of bounded depth.,, 129 – 154. j. comput. system. sci. 46 ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 756 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
mining, inference and prediction. springer series in statistics. springer verlag. 146 he, k., zhang, x., ren, s., and sun, j. ( 2015 ). delving deep into rectifiers : surpassing human - level performance on imagenet classification. arxiv preprint arxiv : 1502. 01852. 28 193, hebb, d. o. ( 1949 ). the organization of beha... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 756 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
discriminative training of a neural network statistical parser. in proceedings of the 42nd annual meeting on association for computational linguistics, page 95. 477 henniges, m., puertas, g., bornschein, j., eggert, j., and lucke, j. ( 2010 ). binary sparse coding. in latent variable analysis and signal separation, pag... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 756 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography herault, j. and ans, b. ( 1984 ). circuits neuronaux a synapses modifiables : decodage de messages composites par apprentissage non supervise. comptes rendus de l ’ academie des sciences,, 525 – – 528. 299 ( iii - 13 ) 491 hinton, g. ( 2012 ). neural networks for machine learning. coursera, video lectures. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 757 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. distilling the knowledge in a neural network. arxiv preprint arxiv : 1503. 02531. 448 hinton, g. e. ( 1989 ). connectionist learning procedures. artificial intelligence, 40, 185 – 234. 494 hinton, g. e. ( 1990 ). mapping part - whole hierarchies into connectionist networks. artificial intelligence, ( 1 ), 47 – 75. 46 4... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 757 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
toronto., 528 595 hinton, g. e. ( 2007a ). how to do backpropagation in a brain. invited talk at the nips ’ 2007 deep learning workshop. 656 hinton, g. e. ( 2007b ). learning multiple layers of representation. trends in cognitive sciences, ( 10 ), 428 – 434. 11 660 hinton, g. e. ( 2010 ). a practical guide to training ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 757 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography hinton, g. e. and salakhutdinov, r. ( 2006 ). reducing the dimensionality of data with neural networks. science, ( 5786 ), 504 – 507.,,,, 313 509 524 528 529 534 hinton, g. e. and sejnowski, t. j. ( 1986 ). learning and relearning in boltzmann machines. in d. e. rumelhart and j. l. mcclelland, editors, par... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 758 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, ( 1 ), 74. 98 13 hinton, g. e. and zemel, r. s. ( 1994 ). autoencoders, minimum description length, and helmholtz free energy. in. nips ’ 1993 502 hinton, g. e., sejnowski, t. j., and ackley, d. h. ( 1984 ). boltzmann machines : constraint satisfaction networks that learn. technical report tr - cmu - cs - 84 - 119, c... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 758 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. e., revow, m., and dayan, p. ( 1995a ). recognizing handwritten digits using mixtures of linear models. in g. tesauro, d. touretzky, and t. leen, editors, advances in neural information processing systems 7 ( nips ’ 94 ), pages 1015 – 1022. mit press, cambridge, ma. 489 hinton, g. e., dayan, p., frey, b. j., and neal... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 758 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
., teh, y. w., and osindero, s. ( 2001 ). a new view of ica. in proceedings of 3rd international conference on independent component analysis and blind signal separation ( ica ’ 01 ), pages 746 – 751, san diego, ca. 491 hinton, g. e., osindero, s., and teh, y. ( 2006 ). a fast learning algorithm for deep belief nets. n... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 758 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography hinton, g. e., srivastava, n., krizhevsky, a., sutskever, i., and salakhutdinov, r. ( 2012c ). improving neural networks by preventing co - adaptation of feature detectors. technical report, arxiv : 1207. 0580.,, 238 263 267 hinton, g. e., vinyals, o., and dean, j. ( 2014 ). dark knowledge. invited talk at... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 759 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. 243 hochreiter, s. and schmidhuber, j. ( 1997 ). long short - term memory. neural computation, 9 ( 8 ), 1735 – 1780.,, 18 410 411 hochreiter, s., bengio, y., and frasconi, p. ( 2001 ). gradient flow in recurrent nets : the [UNK] of learning long - term dependencies. in j. kolen and s. kremer, editors, field guide to d... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 759 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, volume 2, pages 121 – 126. ieee. 451 hornik, k., stinchcombe, m., and white, h. ( 1989 ). multilayer feedforward networks are universal approximators. neural networks,, 359 – 366. 2 198 hornik, k., stinchcombe, m., and white, h. ( 1990 ). universal approximation of an unknown mapping and its derivatives using multila... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 759 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
he, x., gao, j., deng, l., acero, a., and heck, l. ( 2013 ). learning deep structured semantic models for web search using clickthrough data. in proceedings of the 22nd acm international conference on conference on information & knowledge management, pages 2333 – 2338. acm. 480 hubel, d. and wiesel, t. ( 1968 ). recept... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 759 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography hubel, d. h. and wiesel, t. n. ( 1959 ). receptive fields of single neurons in the cat ’ s striate cortex. journal of physiology,, 574 – 591. 148 364 hubel, d. h. and wiesel, t. n. ( 1962 ). receptive fields, binocular interaction, and functional architecture in the cat ’ s visual cortex. journal of physiolo... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 760 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
436 hyotyniemi, h. ( 1996 ). turing machines are recurrent neural networks. in step ’ 96, pages 13 – 24. 379 hyvarinen, a. ( 1999 ). survey on independent component analysis. neural computing surveys,, 94 – 128. 2 491 hyvarinen, a. ( 2005 ). estimation of non - normalized statistical models using score matching. journa... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 760 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
. emergence of topography and complex cell properties from natural images using extensions of ica. in, pages 827 – 833. nips 493 hyvarinen, a. and pajunen, p. ( 1999 ). nonlinear independent component analysis : existence and uniqueness results. neural networks, ( 3 ), 429 – 439. 12 493 hyvarinen, a., karhunen, j., and... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 760 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography inayoshi, h. and kurita, t. ( 2005 ). improved generalization by adding both auto - association and hidden - layer noise to neural - network - based - classifiers. ieee workshop on machine learning for signal processing, pages 141 — - 146. 515 [UNK], s. and szegedy, c. ( 2015 ). batch normalization : accele... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 761 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
neural information processing systems 15. 404 jaeger, h. ( 2007a ). discovering multiscale dynamical features with hierarchical echo state networks. technical report, jacobs university. 398 jaeger, h. ( 2007b ). echo state network. scholarpedia, ( 9 ), 2330. 2 404 jaeger, h. ( 2012 ). long short - term memory in echo s... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 761 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
407 jain, v., murray, j. f., roth, f., turaga, s., zhigulin, v., briggman, k. l., helmstaedter, m. n., denk, w., and seung, h. s. ( 2007 ). supervised learning of image restoration with convolutional networks. in computer vision, 2007. iccv 2007. ieee 11th international conference on, pages 1 – 8. ieee. 359 jaitly, n. ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 761 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
’ 2013 241 jarrett, k., kavukcuoglu, k., ranzato, m., and lecun, y. ( 2009 ). what is the best multi - stage architecture for object recognition? in.,,,,,, iccv ’ 09 16 24 27 174 193 226 363 364 523,, jarzynski, c. ( 1997 ). nonequilibrium equality for free energy [UNK]. phys. rev. lett., 78, 2690 – 2693., 625 628 746 | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 761 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography jaynes, e. t. ( 2003 ). probability theory : the logic of science. cambridge university press. 53 jean, s., cho, k., memisevic, r., and bengio, y. ( 2014 ). on using very large target vocabulary for neural machine translation. arxiv : 1412. 2007., 474 475 jelinek, f. and mercer, r. l. ( 1980 ). interpolate... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 762 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
receptive field learning for pooled image features. in computer vision and pattern recognition ( cvpr ), 2012 ieee conference on, pages 3370 – 3377. ieee. 345 jim, k. - c., giles, c. l., and horne, b. g. ( 1996 ). an analysis of noise in recurrent neural networks : convergence and generalization. ieee transactions on ne... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 762 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
in., icml ’ 2015 306 412 judd, j. s. ( 1989 ). neural network design and the complexity of learning. mit press. 293 jutten, c. and herault, j. ( 1991 ). blind separation of sources, part i : an adaptive algorithm based on neuromimetic architecture. signal processing,, 1 – 10. 24 491 kahou, s. e., pal, c., bouthillier, ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 762 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
desjardins, g., pascanu, r., warde - farley, d., torabi, a., sharma, a., bengio, e., cote, m., konda, k. r., and wu, z. ( 2013 ). combining modality specific deep neural networks for emotion recognition in video. in proceedings of the 15th acm on international conference on multimodal interaction. 201 kalchbrenner, n. a... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 762 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography kamyshanska, h. and memisevic, r. ( 2015 ). the potential energy of an autoencoder. ieee transactions on pattern analysis and machine intelligence. 515 karpathy, a. and li, f. - f. ( 2015 ). deep visual - semantic alignments for generating image descriptions. in. arxiv : 1412. 2306. cvpr ’ 2015 102 karpath... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 763 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
of probabilities from sparse data for the language model component of a speech recognizer. ieee transactions on acoustics, speech, and signal processing, ( 3 ), 400 – 401., assp - 35 462 473 kavukcuoglu, k., ranzato, m., and lecun, y. ( 2008 ). fast inference in sparse coding algorithms with applications to object reco... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 763 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
m., and lecun, y. ( 2010 ). learning convolutional feature hierarchies for visual recognition. in. nips ’ 2010 364 523, kelley, h. j. ( 1960 ). gradient theory of optimal flight paths., ars journal 30 ( 10 ), 947 – 954. 225 khan, f., zhu, x., and mutlu, b. ( 2011 ). how do humans teach : on curriculum learning and teach... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 763 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
kindermann, r. ( 1980 ). markov random fields and their applications ( contemporary mathematics ; v. 1 ). american mathematical society. 566 kingma, d. and ba, j. ( 2014 ). adam : a method for stochastic optimization. arxiv preprint arxiv : 1412. 6980. 308 kingma, d. and lecun, y. ( 2010 ). regularized estimation of im... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 763 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography kingma, d., rezende, d., mohamed, s., and welling, m. ( 2014 ). semi - supervised learning with deep generative models. in. nips ’ 2014 426 kingma, d. p. ( 2013 ). fast gradient - based inference with continuous latent variable models in auxiliary form. technical report, arxiv : 1306. 0733.,, 652 689 696 k... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 764 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##cchi, m. p. ( 1983 ). optimization by simulated annealing. science,, 671 – 680. 220 327 kiros, r., salakhutdinov, r., and zemel, r. ( 2014a ). multimodal neural language models. in. icml ’ 2014 102 kiros, r., salakhutdinov, r., and zemel, r. ( 2014b ). unifying visual - semantic embeddings with multimodal neural lang... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 764 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
., lichtman, j. w., and pfister, h. ( 2014 ). deep learning for the connectome. gpu technology conference. 26 koller, d. and friedman, n. ( 2009 ). probabilistic graphical models : principles and techniques. mit press.,, 583 595 645 konig, y., bourlard, h., and morgan, n. ( 1996 ). remap : recursive estimation and maxim... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 764 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##as, n., and smyth, p. ( 2015 ). from group to individual labels using deep features. in. acm sigkdd 106 koutnik, j., [UNK], k., gomez, f., and schmidhuber, j. ( 2014 ). a clockwork rnn. in icml ’ 2014. 408 kocisky, t., hermann, k. m., and blunsom, p. ( 2014 ). learning bilingual word repre - sentations by marginalizi... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 764 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography krizhevsky, a. ( 2010 ). convolutional deep belief networks on cifar - 10. technical report, university of toronto. unpublished manuscript : http : / / www. cs. utoronto. ca / kriz / conv - cifar10 - aug2010. pdf. 446 krizhevsky, a. and hinton, g. ( 2009 ). learning multiple layers of features from tiny im... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 765 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
458 krueger, k. a. and dayan, p. ( 2009 ). flexible shaping : how learning in small steps helps. cognition,, 380 – 394. 110 328 kuhn, h. w. and tucker, a. w. ( 1951 ). nonlinear programming. in proceedings of the second berkeley symposium on mathematical statistics and probability, pages 481 – 492, berkeley, calif. uni... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 765 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
). self - paced learning for latent variable models. in. nips ’ 2010 328 lang, k. j. and hinton, g. e. ( 1988 ). the development of the time - delay neural network architecture for speech recognition. technical report cmu - cs - 88 - 152, carnegie - mellon university.,, 367 374 407 lang, k. j., waibel, a. h., and hinto... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 765 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
analysis using ensemble learning : experiments and discussion. in proc. ica. citeseer. 493 larochelle, h. and bengio, y. ( 2008 ). classification using discriminative restricted boltzmann machines. in.,,,, icml ’ 2008 244 255 530 686 716 larochelle, h. and hinton, g. e. ( 2010 ). learning to combine foveal glimpses with... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 765 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography larochelle, h. and murray, i. ( 2011 ). the neural autoregressive distribution estimator. in aistats ’ 2011.,, 705 708 709 larochelle, h., erhan, d., and bengio, y. ( 2008 ). zero - data learning of new tasks. in aaai conference on artificial intelligence. 539 larochelle, h., bengio, y., louradour, j., and ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 766 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
dc, usa. ieee computer society. 244 253, le, q., ngiam, j., chen, z., hao chia, d. j., koh, p. w., and ng, a. ( 2010 ). tiled convolutional neural networks. in j. [UNK], c. k. i. williams, j. shawe - taylor, r. zemel, and a. culotta, editors, advances in neural information processing systems 23 ( nips ’ 10 ), pages 127... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 766 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
., chen, k., dean, j., and ng, a. ( 2012 ). building high - level features using large scale unsupervised learning. in icml ’ 2012., 24 27 le roux, n. and bengio, y. ( 2008 ). representational power of restricted boltzmann machines and deep belief networks. neural computation, ( 6 ), 1631 – 1649., 20 553 655 le roux, n... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 766 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, paris 1985. cesta, paris. 225 lecun, y. ( 1986 ). learning processes in an asymmetric threshold network. in f. fogelman - soulie, e. bienenstock, and g. weisbuch, editors, disordered systems and biological organization, pages 233 – 240. springer - verlag, les houches, france. 352 lecun, y. ( 1987 ). modeles connexion... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 766 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography lecun, y., jackel, l. d., boser, b., denker, j. s., graf, h. p., guyon, i., henderson, d., howard, r. e., and hubbard, w. ( 1989 ). handwritten digit recognition : applications of neural network chips and automatic learning. ieee communications magazine, 27 ( 11 ), 41 – 46. 368 lecun, y., bottou, l., orr, ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 767 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
16 18 21 27 371 458 460 lecun, y., kavukcuoglu, k., and farabet, c. ( 2010 ). convolutional networks and applications in vision. in circuits and systems ( iscas ), proceedings of 2010 ieee international symposium on, pages 253 – 256. ieee. 371 l ’ ecuyer, p. ( 1994 ). [UNK] improvement and variance reduction. in procee... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 767 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
t. [UNK], editors, advances in neural information processing systems 19 ( nips ’ 06 ), pages 801 – 808. mit press. 637 lee, h., ekanadham, c., and ng, a. ( 2008 ). sparse deep belief net model for visual area v2. in. nips ’ 07 255 lee, h., grosse, r., ranganath, r., and ng, a. y. ( 2009 ). convolutional deep belief net... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 767 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
##bniz, g. w. ( 1676 ). memoir using the chain rule. ( cited in tmme 7 : 2 & 3 p 321 - 332, 2010 ). 225 lenat, d. b. and guha, r. v. ( 1989 ). building large knowledge - based systems ; representa - tion and inference in the cyc project. addison - wesley longman publishing co., inc. 2 leshno, m., lin, v. y., pinkus, a.... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 767 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
bibliography levenberg, k. ( 1944 ). a method for the solution of certain non - linear problems in least squares. quarterly journal of applied mathematics, ( 2 ), 164 – 168. ii 312 l ’ hopital, g. f. a. ( 1696 ). analyse des infiniment petits, pour l ’ intelligence des lignes courbes. paris : l ’ imprimerie royale. 225 ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 768 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
, z., sun, m., liu, y., and zhu, x. ( 2015 ). learning entity and relation embeddings for knowledge graph completion. in proc. aaai ’ 15. 484 linde, n. ( 1992 ). the machine that changed the world, episode 3. documentary miniseries. 2 lindsey, c. and lindblad, t. ( 1994 ). review of hardware neural networks : a user ’ ... | /home/ricoiban/GEMMA/mnlp_chatsplaining/RAG/Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf | 768 | Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org) | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.