Mathematics & Optimization

MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022 Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently NeurIPS 2022 Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance COLT 2022 Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM NeurIPS 2022 Misspecified Phase Retrieval with Generative Priors NeurIPS 2022 MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences EMNLP 2022 Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022 Modeling Abstract Algebra as an OWL Ontology (Student Abstract) AAAI 2022 Modeling Dynamic Target Deformation in Camera Calibration WACV 2022 Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NeurIPS 2022 Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach IJCAI 2022 Modular Conformal Calibration ICML 2022 Modular Flows: Differential Molecular Generation NeurIPS 2022 Molecule Generation by Principal Subgraph Mining and Assembling NeurIPS 2022 Momentum Accelerates the Convergence of Stochastic AUPRC Maximization AISTATS 2022 Monte Carlo Tree Descent for Black-Box Optimization NeurIPS 2022 Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization NeurIPS 2022 Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022 More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022 More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming JMLR 2022 More Than a Toy: Random Matrix Models Predict How Real-World Neural Representations Generalize ICML 2022 MS-COMET: More and Better Human Judgements Improve Metric Performance EMNLP 2022 Multi-Agent Multi-Armed Bandits with Limited Communication JMLR 2022 Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism JMLR 2022 Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents NeurIPS 2022