Mathematics & Optimization

Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022 Using Conditional Independence for Belief Revision AAAI 2022 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies IJCAI 2022 Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022 Using hierarchies to efficiently combine evidence with Dempster’s rule of combination UAI 2022 Using Partial Monotonicity in Submodular Maximization NeurIPS 2022 Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022 Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022 ValueNetQP: Learned One-step Optimal Control for Legged Locomotion L4DC 2022 Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization JMLR 2022 Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NeurIPS 2022 VectorAdam for Rotation Equivariant Geometry Optimization NeurIPS 2022 Verification and search algorithms for causal DAGs NeurIPS 2022 Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes AAAI 2022 Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022 VidyutVanika21: An Autonomous Intelligent Broker for Smart-grids IJCAI 2022 Visualizing the Relationship Between Encoded Linguistic Information and Task Performance ACL 2022 Vocal-Tract Area Functions with Articulatory Reality for Tract Opening Interspeech 2022 Voronoi density estimator for high-dimensional data: Computation, compactification and convergence UAI 2022 Voting in Two-Crossing Elections IJCAI 2022 Wasserstein K-means for clustering probability distributions NeurIPS 2022 Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022 Wasserstein Iterative Networks for Barycenter Estimation NeurIPS 2022 Wasserstein Logistic Regression with Mixed Features NeurIPS 2022 Weighted Fairness Notions for Indivisible Items Revisited AAAI 2022