paperlists / icml /icml2018.json
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[
{
"id": "site_c7d3ee98c4",
"title": "$D^2$: Decentralized Training over Decentralized Data",
"author": "Hanlin Tang, Xiangru Lian, Ming Yan, Ce Zhang, Ji Liu",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2485"
},
{
"id": "site_04356c035f",
"title": "A Boo(n) for Evaluating Architecture Performance",
"author": "Ondrej Bajgar, Rudolf Kadlec, Jan Kleindienst",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2260"
},
{
"id": "site_f8c1c5388f",
"title": "A Classification-Based Study of Covariate Shift in GAN Distributions",
"author": "Shibani Santurkar, Ludwig Schmidt, Aleksander Madry",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2413"
},
{
"id": "site_fb7aeb512c",
"title": "A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming",
"author": "Alp Yurtsever, Olivier Fercoq, Francesco Locatello, Volkan Cevher",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2152"
},
{
"id": "site_824a54d924",
"title": "A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning",
"author": "Konstantin Mishchenko, Franck Iutzeler, J\u00e9r\u00f4me Malick, Massih-Reza Amini",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2143"
},
{
"id": "site_7174bffb5b",
"title": "A Distributed Second-Order Algorithm You Can Trust",
"author": "Celestine Mendler-D\u00fcnner, Aurelien Lucchi, Matilde Gargiani, Yatao Bian, Thomas Hofmann, Martin Jaggi",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2457"
},
{
"id": "site_041a7a8f60",
"title": "A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models",
"author": "Beilun Wang, Arshdeep Sekhon, Yanjun Qi",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2327"
},
{
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"title": "A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music",
"author": "Adam Roberts, Jesse Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2420"
},
{
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"title": "A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery",
"author": "Xiao Zhang, Lingxiao Wang, Yaodong Yu, Quanquan Gu",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2096"
},
{
"id": "site_33ab2a44a7",
"title": "A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization",
"author": "Robin Vogel, Aur\u00e9lien Bellet, St\u00e9phan Cl\u00e9men\u00e7on",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2118"
},
{
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"title": "A Progressive Batching L-BFGS Method for Machine Learning",
"author": "Vijaya Raghavendra Bollapragada, Jorge Nocedal, Dheevatsa Mudigere, Hao-Jun M Shi, Peter Tang",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2059"
},
{
"id": "site_53c8af5cbb",
"title": "A Reductions Approach to Fair Classification",
"author": "Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2361"
},
{
"id": "site_e5a6295692",
"title": "A Robust Approach to Sequential Information Theoretic Planning",
"author": "Sue Zheng, Jason Pacheco, John Fisher",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2372"
},
{
"id": "site_4f38ddc168",
"title": "A Semantic Loss Function for Deep Learning with Symbolic Knowledge",
"author": "Jingyi Xu, Zilu Zhang, Tal Friedman, Yitao Liang, Guy Van den Broeck",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2431"
},
{
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"title": "A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates",
"author": "Kaiwen Zhou, Fanhua Shang, James Cheng",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2016"
},
{
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"title": "A Spectral Approach to Gradient Estimation for Implicit Distributions",
"author": "Jiaxin Shi, Shengyang Sun, Jun Zhu",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2490"
},
{
"id": "site_c0b8e059bf",
"title": "A Spline Theory of Deep Learning",
"author": "Randall Balestriero, Richard Baraniuk",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2302"
},
{
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"title": "A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations",
"author": "Weili Nie, Yang Zhang, Ankit Patel",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2279"
},
{
"id": "site_4596a937e6",
"title": "A Two-Step Computation of the Exact GAN Wasserstein Distance",
"author": "Huidong Liu, Xianfeng GU, Samaras Dimitris",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2363"
},
{
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"title": "A Unified Framework for Structured Low-rank Matrix Learning",
"author": "Pratik Kumar Jawanpuria, Bamdev Mishra",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1930"
},
{
"id": "site_4ab62cfe3e",
"title": "A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks",
"author": "Akifumi Okuno, Tetsuya Hada, Hidetoshi Shimodaira",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2020"
},
{
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"title": "ADMM and Accelerated ADMM as Continuous Dynamical Systems",
"author": "Guilherme Franca, Daniel Robinson, Rene Vidal",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2396"
},
{
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"title": "Accelerated Spectral Ranking",
"author": "Arpit Agarwal, Prathamesh Patil, Shivani Agarwal",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1999"
},
{
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"title": "Accelerating Greedy Coordinate Descent Methods",
"author": "Haihao Lu, Robert Freund, Vahab Mirrokni",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2201"
},
{
"id": "site_8044589b02",
"title": "Accelerating Natural Gradient with Higher-Order Invariance",
"author": "Yang Song, Jiaming Song, Stefano Ermon",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2386"
},
{
"id": "site_534e159187",
"title": "Accurate Inference for Adaptive Linear Models",
"author": "Yash Deshpande, Lester Mackey, Vasilis Syrgkanis, Matt Taddy",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2060"
},
{
"id": "site_c3d31e86c4",
"title": "Accurate Uncertainties for Deep Learning Using Calibrated Regression",
"author": "Volodymyr Kuleshov, Nathan Fenner, Stefano Ermon",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2486"
},
{
"id": "site_e5f5f87b56",
"title": "Active Learning with Logged Data",
"author": "Songbai Yan, Kamalika Chaudhuri, Tara Javidi",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1990"
},
{
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"title": "Active Testing: An Efficient and Robust Framework for Estimating Accuracy",
"author": "Phuc Nguyen, Deva Ramanan, Charless Fowlkes",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1946"
},
{
"id": "site_608c993bdc",
"title": "Adafactor: Adaptive Learning Rates with Sublinear Memory Cost",
"author": "Noam Shazeer, Mitchell Stern",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2446"
},
{
"id": "site_585c4e72a9",
"title": "Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits",
"author": "Huasen Wu, Xueying Guo, Xin Liu",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1996"
},
{
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"title": "Adaptive Sampled Softmax with Kernel Based Sampling",
"author": "Guy Blanc, Steffen Rendle",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1953"
},
{
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"title": "Adaptive Three Operator Splitting",
"author": "Fabian Pedregosa, Gauthier Gidel",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1871"
},
{
"id": "site_5c629fb8a3",
"title": "Addressing Function Approximation Error in Actor-Critic Methods",
"author": "Scott Fujimoto, Herke van Hoof, David Meger",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2227"
},
{
"id": "site_3970c7f273",
"title": "Adversarial Attack on Graph Structured Data",
"author": "Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, Le Song",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2294"
},
{
"id": "site_d783e4eab4",
"title": "Adversarial Learning with Local Coordinate Coding",
"author": "Jiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, Mingkui Tan",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1902"
},
{
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"title": "Adversarial Regression with Multiple Learners",
"author": "Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2481"
},
{
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"title": "Adversarial Risk and the Dangers of Evaluating Against Weak Attacks",
"author": "Jonathan Uesato, Brendan O'Donoghue, Pushmeet Kohli, A\u00e4ron van den Oord",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2138"
},
{
"id": "site_58bfda866c",
"title": "Adversarial Time-to-Event Modeling",
"author": "Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Courtney Page, Benjamin Goldstein, Lawrence Carin, Ricardo Henao",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2332"
},
{
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"title": "Adversarially Regularized Autoencoders",
"author": "Jake Zhao, Yoon Kim, Kelly Zhang, Alexander Rush, Yann LeCun",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2267"
},
{
"id": "site_0aa982f031",
"title": "Alternating Randomized Block Coordinate Descent",
"author": "Jelena Diakonikolas, Orecchia Lorenzo",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2445"
},
{
"id": "site_d0cc78c984",
"title": "An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method",
"author": "Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1885"
},
{
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"title": "An Alternative View: When Does SGD Escape Local Minima?",
"author": "Bobby Kleinberg, Yuanzhi Li, Yang Yuan",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1941"
},
{
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"title": "An Efficient Semismooth Newton based Algorithm for Convex Clustering",
"author": "Yancheng Yuan, Defeng Sun, Kim-Chuan Toh",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2003"
},
{
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"title": "An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning",
"author": "Dhruv Malik, Malayandi Palaniappan, Jaime Fisac, Dylan Hadfield-Menell, Stuart Russell, Anca Dragan",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1969"
},
{
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"title": "An Estimation and Analysis Framework for the Rasch Model",
"author": "Andrew Lan, Mung Chiang, Christoph Studer",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1977"
},
{
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"title": "An Inference-Based Policy Gradient Method for Learning Options",
"author": "Matthew Smith, Herke van Hoof, Joelle Pineau",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2432"
},
{
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"title": "An Iterative, Sketching-based Framework for Ridge Regression",
"author": "Agniva Chowdhury, Jiasen Yang, Petros Drineas",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1895"
},
{
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"title": "An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks",
"author": "Qianxiao Li, IHPC Shuji Hao",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1992"
},
{
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"title": "Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model",
"author": "Hideaki Imamura, Issei Sato, Masashi Sugiyama",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2211"
},
{
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"title": "Analyzing Uncertainty in Neural Machine Translation",
"author": "Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2292"
},
{
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"title": "Analyzing the Robustness of Nearest Neighbors to Adversarial Examples",
"author": "Yizhen Wang, Somesh Jha, Kamalika Chaudhuri",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2076"
},
{
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"title": "Anonymous Walk Embeddings",
"author": "Sergey Ivanov, Evgeny Burnaev",
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"site": "https://icml.cc/virtual/2018/poster/1875"
},
{
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"title": "Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions",
"author": "Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab Mirrokni",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2473"
},
{
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"title": "Approximate message passing for amplitude based optimization",
"author": "Junjie Ma, Ji Xu, Arian Maleki",
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"site": "https://icml.cc/virtual/2018/poster/2297"
},
{
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"title": "Approximation Algorithms for Cascading Prediction Models",
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},
{
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"title": "Approximation Guarantees for Adaptive Sampling",
"author": "Eric Balkanski, Yaron Singer",
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"site": "https://icml.cc/virtual/2018/poster/1882"
},
{
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"title": "Asynchronous Byzantine Machine Learning (the case of SGD)",
"author": "Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1963"
},
{
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"title": "Asynchronous Decentralized Parallel Stochastic Gradient Descent",
"author": "Xiangru Lian, Wei Zhang, Ce Zhang, Ji Liu",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2423"
},
{
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"title": "Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization",
"author": "Umut Simsekli, Cagatay Yildiz, Thanh Huy Nguyen, Ali Taylan Cemgil, Ga\u00ebl RICHARD",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1877"
},
{
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"title": "Attention-based Deep Multiple Instance Learning",
"author": "Maximilian Ilse, Jakub Tomczak, Max Welling",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2029"
},
{
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"title": "Augment and Reduce: Stochastic Inference for Large Categorical Distributions",
"author": "Francisco Ruiz, Michalis Titsias, Adji Bousso Dieng, David Blei",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1936"
},
{
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"title": "Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data",
"author": "Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2408"
},
{
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"title": "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning",
"author": "Ahmed M. Alaa, Mihaela van der Schaar",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2050"
},
{
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"title": "Automatic Goal Generation for Reinforcement Learning Agents",
"author": "Carlos Florensa, David Held, Xinyang Geng, Pieter Abbeel",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2287"
},
{
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"title": "Autoregressive Convolutional Neural Networks for Asynchronous Time Series",
"author": "Mikolaj Binkowski, Gautier Marti, Philippe Donnat",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2310"
},
{
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"title": "Autoregressive Quantile Networks for Generative Modeling",
"author": "Georg Ostrovski, Will Dabney, Remi Munos",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2416"
},
{
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"title": "BOCK : Bayesian Optimization with Cylindrical Kernels",
"author": "ChangYong Oh, Efstratios Gavves, Max Welling",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2230"
},
{
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"title": "BOHB: Robust and Efficient Hyperparameter Optimization at Scale",
"author": "Stefan Falkner, Aaron Klein, Frank Hutter",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2387"
},
{
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"title": "Bandits with Delayed, Aggregated Anonymous Feedback",
"author": "Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvari, Steffen Gr\u00fcnew\u00e4lder",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2212"
},
{
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"title": "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design",
"author": "Wenlong Lyu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1919"
},
{
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"title": "Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent",
"author": "Trevor Campbell, Tamara Broderick",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/1950"
},
{
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"title": "Bayesian Model Selection for Change Point Detection and Clustering",
"author": "othmane mazhar, Cristian R. Rojas, Inst. of Technology Carlo Fischione, Mohammad Reza Hesamzadeh",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2308"
},
{
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"title": "Bayesian Optimization of Combinatorial Structures",
"author": "Ricardo Baptista, Matthias Poloczek",
"status": "Oral",
"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2444"
},
{
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"title": "Bayesian Quadrature for Multiple Related Integrals",
"author": "Xiaoyue Xi, Francois-Xavier Briol, Mark Girolami",
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"site": "https://icml.cc/virtual/2018/poster/1890"
},
{
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"title": "Bayesian Uncertainty Estimation for Batch Normalized Deep Networks",
"author": "Mattias Teye, Hossein Azizpour, Kevin Smith",
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"track": "main",
"site": "https://icml.cc/virtual/2018/poster/2039"
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