Mathematics & Optimization

Learning ReLUs via Gradient Descent NeurIPS 2017 Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data NeurIPS 2017 Learning Stable Task Sequences from Demonstration with Linear Parameter Varying Systems and Hidden Markov Models CoRL 2017 Learning the Multilinear Structure of Visual Data CVPR 2017 Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields AISTATS 2017 Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems COLT 2017 Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP 2017 Learning with Bandit Feedback in Potential Games NeurIPS 2017 Learning with Limited Rounds of Adaptivity: Coin Tossing, Multi-Armed Bandits, and Ranking from Pairwise Comparisons COLT 2017 Less than a Single Pass: Stochastically Controlled Stochastic Gradient AISTATS 2017 Libratus: The Superhuman AI for No-Limit Poker IJCAI 2017 Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization NeurIPS 2017 LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting SemEval 2017 Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls NeurIPS 2017 Linear regression without correspondence NeurIPS 2017 Linear Thompson Sampling Revisited AISTATS 2017 Linear Time Computation of Moments in Sum-Product Networks NeurIPS 2017 Linguistic analysis of differences in portrayal of movie characters ACL 2017 LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017 Locality Preserving Projections for Grassmann manifold IJCAI 2017 Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function (Extended Abstract) IJCAI 2017 Logarithmic Time One-Against-Some ICML 2017 Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NeurIPS 2017 Lookahead Bayesian Optimization with Inequality Constraints NeurIPS 2017 Lossy Compression of Pattern Databases Using Acyclic Random Hypergraphs IJCAI 2017