Optimization

Randomized Stochastic Gradient Descent Ascent AISTATS 2022 Random Sharpness-Aware Minimization NeurIPS 2022 Rapid Locomotion via Reinforcement Learning RSS 2022 RCL: Recurrent Continuous Localization for Temporal Action Detection CVPR 2022 RCP: Recurrent Closest Point for Point Cloud CVPR 2022 Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022 Recruitment Strategies That Take a Chance NeurIPS 2022 Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems AAAI 2022 Recurrent Variational Network: A Deep Learning Inverse Problem Solver Applied to the Task of Accelerated MRI Reconstruction CVPR 2022 Recursive Reasoning in Minimax Games: A Level k Gradient Play Method NeurIPS 2022 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? ICLR 2022 Reducing Flipping Errors in Deep Neural Networks AAAI 2022 Re-evaluating Word Mover’s Distance ICML 2022 Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Interspeech 2022 Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization AISTATS 2022 Regret guarantees for model-based reinforcement learning with long-term average constraints UAI 2022 Regret Minimization with Performative Feedback ICML 2022 Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms AAAI 2022 Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games NeurIPS 2022 Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings ICLR 2022 Reproducibility in Optimization: Theoretical Framework and Limits NeurIPS 2022 Resampling Base Distributions of Normalizing Flows AISTATS 2022 Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(ε^-7/4)$ Complexity ICML 2022 Restorable Image Operators with Quasi-Invertible Networks AAAI 2022 Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More Robust EMNLP 2022