Optimization

An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec Interspeech 2023 An Inverse Scaling Law for CLIP Training NeurIPS 2023 An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction EMNLP 2023 Annealing Genetic-based Preposition Substitution for Text Rubbish Example Generation IJCAI 2023 An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization AISTATS 2023 A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points JMLR 2023 An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization NeurIPS 2023 An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge AISTATS 2023 A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces AISTATS 2023 An SDE for Modeling SAM: Theory and Insights ICML 2023 Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization ICML 2023 Anticipatory Fictitious Play IJCAI 2023 Anytime-Competitive Reinforcement Learning with Policy Prior NeurIPS 2023 A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization UAI 2023 A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition JMLR 2023 Approval-Based Voting with Mixed Goods AAAI 2023 Approximate Causal Effect Identification under Weak Confounding ICML 2023 Approximately Optimal Core Shapes for Tensor Decompositions ICML 2023 Approximate Nearest Neighbor Search through Modern Error-Correcting Codes ICLR 2023 Approximate Regions of Attraction in Learning with Decision-Dependent Distributions AISTATS 2023 Approximate Stein Classes for Truncated Density Estimation ICML 2023 Approximating probabilistic explanations via supermodular minimization UAI 2023 A Practical Upper Bound for the Worst-Case Attribution Deviations CVPR 2023 A Primal-Dual Framework for Transformers and Neural Networks ICLR 2023 A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023