Optimization

Multi-objective Optimization by Learning Space Partition ICLR 2022 Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022 Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022 Multirate Training of Neural Networks ICML 2022 Multi-source wideband DOA estimation method by frequency focusing and error weighting Interspeech 2022 Multi-Task Learning as a Bargaining Game ICML 2022 Multi-view Subspace Clustering on Topological Manifold NeurIPS 2022 Multiway Spherical Clustering via Degree-Corrected Tensor Block Models AISTATS 2022 Multiwinner Elections under Minimax Chamberlin-Courant Rule in Euclidean Space IJCAI 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022 Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NeurIPS 2022 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NeurIPS 2022 NASI: Label- and Data-agnostic Neural Architecture Search at Initialization ICLR 2022 NASPY: Automated Extraction of Automated Machine Learning Models ICLR 2022 Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022 Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation ICML 2022 Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions NeurIPS 2022 Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs NeurIPS 2022 Nearly Optimal Policy Optimization with Stable at Any Time Guarantee ICML 2022 (Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022 Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022 Near-Optimal Multi-Agent Learning for Safe Coverage Control NeurIPS 2022 Near-Optimal No-Regret Learning Dynamics for General Convex Games NeurIPS 2022 Nesterov Accelerated Shuffling Gradient Method for Convex Optimization ICML 2022