Theory

Efficient tracking of a growing number of experts ALT 2017 Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling IJCAI 2017 Erasing Pattern Languages Distinguishable by a Finite Number of Strings ALT 2017 Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma NeurIPS 2017 Estimating Mutual Information for Discrete-Continuous Mixtures NeurIPS 2017 Estimation of Gap Between Current Language Models and Human Performance Interspeech 2017 Evaluating the Variance of Likelihood-Ratio Gradient Estimators ICML 2017 Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability ACL 2017 Exploring Generalization in Deep Learning NeurIPS 2017 Fairness in Reinforcement Learning ICML 2017 Fisher Consistency for Prior Probability Shift JMLR 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Foundations of Declarative Data Analysis Using Limit Datalog Programs IJCAI 2017 Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017 Generalization and Equilibrium in Generative Adversarial Nets (GANs) ICML 2017 Generating Hard Random Boolean Formulas and Disjunctive Logic Programs IJCAI 2017 Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017 Global Optimality in Neural Network Training CVPR 2017 How to Escape Saddle Points Efficiently ICML 2017 Implicit Regularization in Matrix Factorization NeurIPS 2017 Improved Strong Worst-case Upper Bounds for MDP Planning IJCAI 2017 Improving Interpretability of Deep Neural Networks With Semantic Information CVPR 2017 Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications NeurIPS 2017 Inapproximability of VC Dimension and Littlestone’s Dimension COLT 2017 Information Bottleneck Inspired Method For Chat Text Segmentation IJCNLP 2017