Optimization

Beyond the Golden Ratio for Variational Inequality Algorithms JMLR 2023 Beyond Uniform Lipschitz Condition in Differentially Private Optimization ICML 2023 Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets NeurIPS 2023 Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD COLT 2023 Bias in Evaluation Processes: An Optimization-Based Model NeurIPS 2023 Bicriteria Approximation Algorithms for the Submodular Cover Problem NeurIPS 2023 Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers ICML 2023 Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023 Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm NeurIPS 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start JMLR 2023 Bilevel Optimization with Coupled Decision-Dependent Distributions ICML 2023 Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients ICLR 2023 BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023 Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training NeurIPS 2023 BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization NeurIPS 2023 Bit Allocation using Optimization ICML 2023 Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation CVPR 2023 Black-Box vs. Gray-Box: A Case Study on Learning Table Tennis Ball Trajectory Prediction with Spin and Impacts L4DC 2023 Blank Collapse: Compressing CTC Emission for the Faster Decoding Interspeech 2023 BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training ACL 2023 Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference ICLR 2023 Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization NeurIPS 2023 Block Selection Method for Using Feature Norm in Out-of-Distribution Detection CVPR 2023 Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization ICML 2023