Mathematics & Optimization

Learning to Branch with Tree MDPs NeurIPS 2022 Learning to Compare Nodes in Branch and Bound with Graph Neural Networks NeurIPS 2022 Learning to Control Linear Systems can be Hard COLT 2022 Learning to Identify Top Elo Ratings: A Dueling Bandits Approach AAAI 2022 Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback AISTATS 2022 Learning to Reach, Swim, Walk and Fly in One Trial: Data-Driven Control with Scarce Data and Side Information L4DC 2022 Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NeurIPS 2022 Learning to Search in Local Branching AAAI 2022 Learning To Solve Hard Minimal Problems CVPR 2022 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 Learning to Solve Routing Problems via Distributionally Robust Optimization AAAI 2022 Learning with Distributional Inverters ALT 2022 Learning with Interactive Models over Decision-Dependent Distributions ACML 2022 Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets NeurIPS 2022 Least Squares Estimation using Sketched Data with Heteroskedastic Errors ICML 2022 LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022 Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence JMLR 2022 Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time ICML 2022 Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions NeurIPS 2022 Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022 Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022 Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization AISTATS 2022 Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022 LinCDE: Conditional Density Estimation via Lindsey's Method JMLR 2022 Linear Bandit Algorithms with Sublinear Time Complexity ICML 2022