Optimization

Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime ICML 2022 Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness ICML 2022 Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022 Convergent Graph Solvers ICLR 2022 Convexity Certificates from Hessians NeurIPS 2022 Cooperative Distribution Alignment via JSD Upper Bound NeurIPS 2022 Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training AAAI 2022 Coordinate Linear Variance Reduction for Generalized Linear Programming NeurIPS 2022 Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games AAAI 2022 Coordinating Momenta for Cross-Silo Federated Learning AAAI 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NeurIPS 2022 Coreset for Line-Sets Clustering NeurIPS 2022 Coresets for Wasserstein Distributionally Robust Optimization Problems NeurIPS 2022 Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds ICML 2022 Corruption-Robust Contextual Search through Density Updates COLT 2022 Cost Ensemble with Gradient Selecting for GANs IJCAI 2022 Counterfactual Plans under Distributional Ambiguity ICLR 2022 Coupled Iterative Refinement for 6D Multi-Object Pose Estimation CVPR 2022 Cross-dialect lexicon optimisation for an endangered language ASR system: the case of Irish Interspeech 2022 Crowd Counting in the Frequency Domain CVPR 2022 CTC Variations Through New WFST Topologies Interspeech 2022 CUNI-Bergamot Submission at WMT22 General Translation Task EMNLP 2022 Curriculum Reinforcement Learning via Constrained Optimal Transport ICML 2022 CVaR-Regret Bounds for Multi-armed Bandits ACML 2022 Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022