Mathematics & Optimization

Fast Stagewise Sparse Factor Regression JMLR 2022 Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization NeurIPS 2022 Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022 FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning CVPR 2022 Federated Learning with Partial Model Personalization ICML 2022 Federated Minimax Optimization: Improved Convergence Analyses and Algorithms ICML 2022 Federated Myopic Community Detection with One-shot Communication AISTATS 2022 FedNest: Federated Bilevel, Minimax, and Compositional Optimization ICML 2022 FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022 FedPop: A Bayesian Approach for Personalised Federated Learning NeurIPS 2022 Fenrir: Physics-Enhanced Regression for Initial Value Problems ICML 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022 Filtration-Enhanced Graph Transformation IJCAI 2022 Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework AAAI 2022 Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach NeurIPS 2022 Finding Dataset Shortcuts with Grammar Induction EMNLP 2022 Finding Good Configurations of Planar Primitives in Unorganized Point Clouds CVPR 2022 Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics AAAI 2022 Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NeurIPS 2022 Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization NeurIPS 2022 Fine-grained Complexity of Partial Minimum Satisfiability IJCAI 2022 Finite Entailment of Local Queries in the Z Family of Description Logics AAAI 2022 Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning AISTATS 2022