Optimization

Regret Minimization via Saddle Point Optimization NeurIPS 2023 Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time NeurIPS 2023 Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice ICML 2023 Regularization of Polynomial Networks for Image Recognition CVPR 2023 Regularize Implicit Neural Representation by Itself CVPR 2023 Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Interspeech 2023 Reinforced Approximate Exploratory Data Analysis AAAI 2023 Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NeurIPS 2023 Reinforcement Learning for Adaptive Mesh Refinement AISTATS 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023 Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space ICML 2023 Reinforcement Learning with Simple Sequence Priors NeurIPS 2023 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023 Relation-aware Ensemble Learning for Knowledge Graph Embedding EMNLP 2023 Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification NeurIPS 2023 Reliable Gradient-free and Likelihood-free Prompt Tuning EACL 2023 Remixing-based Unsupervised Source Separation from Scratch Interspeech 2023 Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD JMLR 2023 REPAIR: REnormalizing Permuted Activations for Interpolation Repair ICLR 2023 Reparameterization through Spatial Gradient Scaling ICLR 2023 Re-parameterizing Your Optimizers rather than Architectures ICLR 2023 Rephrasing the Reference for Non-autoregressive Machine Translation AAAI 2023 Replicating Persistent Memory Key-Value Stores with Efficient RDMA Abstraction OSDI 2023 Resetting the Optimizer in Deep RL: An Empirical Study NeurIPS 2023 Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023