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 [
{
"id": "site_5f601388d3",
"title": "3D Object Proposals for Accurate Object Class Detection",
"author": "Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew G Berneshawi, Huimin Ma, Sanja Fidler, Raquel Urtasun",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5492"
},
{
"id": "site_6981d8289b",
"title": "A Bayesian Framework for Modeling Confidence in Perceptual Decision Making",
"author": "Koosha Khalvati, Rajesh PN Rao",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5671"
},
{
"id": "site_7d9c724136",
"title": "A Complete Recipe for Stochastic Gradient MCMC",
"author": "Yi-An Ma, Tianqi Chen, Emily Fox",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5714"
},
{
"id": "site_e824321610",
"title": "A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements",
"author": "Qinqing Zheng, John Lafferty",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5465"
},
{
"id": "site_a76420404a",
"title": "A Dual Augmented Block Minimization Framework for Learning with Limited Memory",
"author": "Ian En-Hsu Yen, Shan-Wei Lin, Shou-De Lin",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5773"
},
{
"id": "site_20e22cba8a",
"title": "A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure",
"author": "Peter Schulam, Suchi Saria",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5521"
},
{
"id": "site_e8c7b346fb",
"title": "A Gaussian Process Model of Quasar Spectral Energy Distributions",
"author": "Andrew Miller, Albert Wu, Jeffrey Regier, Jon McAuliffe, Dustin Lang, Mr. Prabhat, David Schlegel, Ryan Adams",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5679"
},
{
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"title": "A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice",
"author": "Tasuku Soma, Yuichi Yoshida",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5530"
},
{
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"title": "A Market Framework for Eliciting Private Data",
"author": "Bo Waggoner, Rafael Frongillo, Jacob D Abernethy",
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"site": "https://nips.cc/virtual/2015/poster/5765"
},
{
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"title": "A Nonconvex Optimization Framework for Low Rank Matrix Estimation",
"author": "Tuo Zhao, Zhaoran Wang, Han Liu",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5505"
},
{
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"title": "A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks",
"author": "Cengiz Pehlevan, Dmitri Chklovskii",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5658"
},
{
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"title": "A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA",
"author": "James R Voss, Mikhail Belkin, Luis Rademacher",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5710"
},
{
"id": "site_0f94026cea",
"title": "A Recurrent Latent Variable Model for Sequential Data",
"author": "Junyoung Chung, Kyle Kastner, Laurent Dinh, Kratarth Goel, Aaron Courville, Yoshua Bengio",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5720"
},
{
"id": "site_f8c0d5b8ae",
"title": "A Reduced-Dimension fMRI Shared Response Model",
"author": "Cameron Po-Hsuan Chen, Janice Chen, Yaara Yeshurun, Uri Hasson, James Haxby, Peter J Ramadge",
"status": "Oral",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5871"
},
{
"id": "site_2d7fa6eef3",
"title": "A Structural Smoothing Framework For Robust Graph Comparison",
"author": "Pinar Yanardag, S.V.N. Vishwanathan",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5644"
},
{
"id": "site_82b2e6bb8f",
"title": "A Theory of Decision Making Under Dynamic Context",
"author": "Michael Shvartsman, Vaibhav Srivastava, Jonathan D Cohen",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5678"
},
{
"id": "site_7b20434818",
"title": "A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding",
"author": "Yuval Harel, Ron Meir, Manfred Opper",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5874"
},
{
"id": "site_3a6320e4ac",
"title": "A Universal Catalyst for First-Order Optimization",
"author": "Hongzhou Lin, Julien Mairal, Zaid Harchaoui",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5755"
},
{
"id": "site_0e143db025",
"title": "A Universal Primal-Dual Convex Optimization Framework",
"author": "Alp Yurtsever, Quoc Tran Dinh, Volkan Cevher",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5734"
},
{
"id": "site_a2f59f7930",
"title": "A class of network models recoverable by spectral clustering",
"author": "Yali Wan, Marina Meila",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5745"
},
{
"id": "site_2e21d958c4",
"title": "A fast, universal algorithm to learn parametric nonlinear embeddings",
"author": "Miguel A. Carreira-Perpinan, Max Vladymyrov",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5475"
},
{
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"title": "A hybrid sampler for Poisson-Kingman mixture models",
"author": "Maria Lomeli, Stefano Favaro, Yee Whye Teh",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5646"
},
{
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"title": "Accelerated Mirror Descent in Continuous and Discrete Time",
"author": "Walid Krichene, Alexandre Bayen, Peter Bartlett",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5883"
},
{
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"title": "Accelerated Proximal Gradient Methods for Nonconvex Programming",
"author": "Huan Li, Zhouchen Lin",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5487"
},
{
"id": "site_3b4fd3f588",
"title": "Action-Conditional Video Prediction using Deep Networks in Atari Games",
"author": "Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard L Lewis, Satinder Singh",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5869"
},
{
"id": "site_c1dcb42839",
"title": "Active Learning from Weak and Strong Labelers",
"author": "Chicheng Zhang, Kamalika Chaudhuri",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5517"
},
{
"id": "site_39d4c3fabd",
"title": "Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models",
"author": "Theodoros Tsiligkaridis, Theodoros Tsiligkaridis, Keith Forsythe",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5457"
},
{
"id": "site_956d5d46d1",
"title": "Adaptive Online Learning",
"author": "Dylan Foster, Alexander Rakhlin, Karthik Sridharan",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5886"
},
{
"id": "site_3ce5c0c03a",
"title": "Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing",
"author": "Tom Goldstein, Min Li, Xiaoming Yuan",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5641"
},
{
"id": "site_308feed389",
"title": "Adaptive Stochastic Optimization: From Sets to Paths",
"author": "Zhan Wei Lim, David Hsu, Wee Sun Lee",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5596"
},
{
"id": "site_b6b7a2e4fd",
"title": "Adversarial Prediction Games for Multivariate Losses",
"author": "Hong Wang, Wei Xing, Kaiser Asif, Brian Ziebart",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5699"
},
{
"id": "site_afcf352a30",
"title": "Algorithmic Stability and Uniform Generalization",
"author": "Ibrahim M Alabdulmohsin",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5456"
},
{
"id": "site_e02b31a547",
"title": "Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits",
"author": "Huasen Wu, R. Srikant, Xin Liu, Chong Jiang",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5493"
},
{
"id": "site_121fadb596",
"title": "Alternating Minimization for Regression Problems with Vector-valued Outputs",
"author": "Prateek Jain, Ambuj Tewari",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5557"
},
{
"id": "site_088f7ed11a",
"title": "An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching",
"author": "Xiao Li, Kannan Ramchandran",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5647"
},
{
"id": "site_ed12165c4d",
"title": "Analysis of Robust PCA via Local Incoherence",
"author": "Huishuai Zhang, Yi Zhou, Yingbin Liang",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5619"
},
{
"id": "site_5029a535b8",
"title": "Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks",
"author": "Kevin Scaman, R\u00e9mi Lemonnier, Nicolas Vayatis",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5636"
},
{
"id": "site_b48411bf15",
"title": "Approximating Sparse PCA from Incomplete Data",
"author": "ABHISEK KUNDU, Petros Drineas, Malik Magdon-Ismail",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5488"
},
{
"id": "site_64d614bbc3",
"title": "Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question",
"author": "Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5661"
},
{
"id": "site_c558d7b550",
"title": "Associative Memory via a Sparse Recovery Model",
"author": "Arya Mazumdar, Ankit Singh Rawat",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5696"
},
{
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"title": "Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization",
"author": "Xiangru Lian, Yijun Huang, Yuncheng Li, Ji Liu",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5823"
},
{
"id": "site_6d045f7c06",
"title": "Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care",
"author": "Sorathan Chaturapruek, John Duchi, Christopher R\u00e9",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5591"
},
{
"id": "site_6c9e1c77a9",
"title": "Attention-Based Models for Speech Recognition",
"author": "Jan K Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5856"
},
{
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"title": "Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze\u2013like Environments",
"author": "Dane Corneil, Wulfram Gerstner",
"status": "Oral",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5861"
},
{
"id": "site_5274ca8e89",
"title": "Automatic Variational Inference in Stan",
"author": "Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman, David Blei",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5810"
},
{
"id": "site_d3e71d1f97",
"title": "BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions",
"author": "Dominik Rothenh\u00e4usler, Christina Heinze-Deml, Jonas Peters, Nicolai Meinshausen",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5589"
},
{
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"title": "Backpropagation for Energy-Efficient Neuromorphic Computing",
"author": "Steve Esser, Rathinakumar Appuswamy, Paul Merolla, John Arthur, Dharmendra S Modha",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5864"
},
{
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"title": "Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff",
"author": "Ofer Dekel, Ronen Eldan, Tomer Koren",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5885"
},
{
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"title": "Bandits with Unobserved Confounders: A Causal Approach",
"author": "Elias Bareinboim, Andrew Forney, Judea Pearl",
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"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5575"
},
{
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"title": "Barrier Frank-Wolfe for Marginal Inference",
"author": "Rahul G Krishnan, Simon Lacoste-Julien, David Sontag",
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"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5503"
},
{
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"title": "Basis refinement strategies for linear value function approximation in MDPs",
"author": "Gheorghe Comanici, Doina Precup, Prakash Panangaden",
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"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5712"
},
{
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"title": "Bayesian Active Model Selection with an Application to Automated Audiometry",
"author": "Jacob Gardner, Gustavo Malkomes, Roman Garnett, Kilian Weinberger, Dennis Barbour, John Cunningham",
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"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5668"
},
{
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"title": "Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM)",
"author": "Mijung Park, Wittawat Jitkrittum, Ahmad Qamar, Zoltan Szabo, Lars Buesing, Maneesh Sahani",
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"site": "https://nips.cc/virtual/2015/poster/5469"
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{
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"title": "Bayesian Optimization with Exponential Convergence",
"author": "Kenji Kawaguchi, Leslie Kaelbling, Tom\u00e1s Lozano-P\u00e9rez",
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"track": "main",
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},
{
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"title": "Bayesian dark knowledge",
"author": "Anoop Korattikara Balan, Vivek Rathod, Kevin Murphy, Max Welling",
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"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5760"
},
{
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"title": "Beyond Convexity: Stochastic Quasi-Convex Optimization",
"author": "Elad Hazan, Kfir Y. Levy, Shai Shalev-Shwartz",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5597"
},
{
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"title": "Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs",
"author": "Vidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5651"
},
{
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"title": "Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution",
"author": "Yan Huang, Wei Wang, Liang Wang",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5473"
},
{
"id": "site_8a9ac0c935",
"title": "Bidirectional Recurrent Neural Networks as Generative Models",
"author": "Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo K\u00e4rkk\u00e4inen, Akos Vetek, Juha T Karhunen",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5531"
},
{
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"title": "BinaryConnect: Training Deep Neural Networks with binary weights during propagations",
"author": "Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5733"
},
{
"id": "site_e2f63a25d3",
"title": "Biologically Inspired Dynamic Textures for Probing Motion Perception",
"author": "Jonathan Vacher, Andrew Isaac Meso, Laurent U Perrinet, Gabriel Peyr\u00e9",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5803"
},
{
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"title": "Black-box optimization of noisy functions with unknown smoothness",
"author": "Jean-Bastien Grill, Michal Valko, Remi Munos, Remi Munos",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5514"
},
{
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"title": "Bounding errors of Expectation-Propagation",
"author": "Guillaume Dehaene, Simon Barthelm\u00e9",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5474"
},
{
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"title": "Bounding the Cost of Search-Based Lifted Inference",
"author": "David B Smith, Vibhav Gogate",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5540"
},
{
"id": "site_b298cc6821",
"title": "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution",
"author": "Mehrdad Farajtabar, Yichen Wang, Manuel Rodriguez, Shuang Li, Hongyuan Zha, Le Song",
"status": "Oral",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5805"
},
{
"id": "site_e4f88fa5ab",
"title": "Calibrated Structured Prediction",
"author": "Volodymyr Kuleshov, Percy Liang",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5762"
},
{
"id": "site_7d62d5604b",
"title": "Character-level Convolutional Networks for Text Classification",
"author": "Xiang Zhang, Junbo (Jake) Zhao, Yann LeCun",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5512"
},
{
"id": "site_f87534c045",
"title": "Closed-form Estimators for High-dimensional Generalized Linear Models",
"author": "Eunho Yang, Aurelie Lozano, Pradeep Ravikumar",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5835"
},
{
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"title": "Collaborative Filtering with Graph Information: Consistency and Scalable Methods",
"author": "Nikhil Rao, Hsiang-Fu Yu, Pradeep Ravikumar, Inderjit Dhillon",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5898"
},
{
"id": "site_4d35c3f408",
"title": "Collaboratively Learning Preferences from Ordinal Data",
"author": "Sewoong Oh, Kiran Thekumparampil, Jiaming Xu",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5628"
},
{
"id": "site_d3eda98a74",
"title": "Color Constancy by Learning to Predict Chromaticity from Luminance",
"author": "Ayan Chakrabarti",
"status": "Spotlight",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5867"
},
{
"id": "site_564d1e2524",
"title": "Column Selection via Adaptive Sampling",
"author": "Saurabh Paul, Malik Magdon-Ismail, Petros Drineas",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5490"
},
{
"id": "site_8675f46a0b",
"title": "Combinatorial Bandits Revisited",
"author": "Richard Combes, M. Sadegh Talebi, Alexandre Proutiere, marc lelarge",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5642"
},
{
"id": "site_512e5d0d51",
"title": "Combinatorial Cascading Bandits",
"author": "Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvari",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5584"
},
{
"id": "site_25992ee793",
"title": "Communication Complexity of Distributed Convex Learning and Optimization",
"author": "Yossi Arjevani, Ohad Shamir",
"status": "Poster",
"track": "main",
"site": "https://nips.cc/virtual/2015/poster/5612"
},
{
"id": "site_98607cdc70",
"title": "Community Detection via Measure Space Embedding",
"author": "Mark Kozdoba, Shie Mannor",
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"title": "When are Kalman-Filter Restless Bandits Indexable?",
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