Optimization

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NeurIPS 2024 Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints ICML 2024 ReFT: Reasoning with Reinforced Fine-Tuning ACL 2024 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion ICLR 2024 REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024 Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network NeurIPS 2024 Regularized Q-Learning NeurIPS 2024 REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration MIDL 2024 Reinforcement Learning Guided Semi-Supervised Learning NeurIPS 2024 Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems NeurIPS 2024 Reinforcement Learning within Tree Search for Fast Macro Placement ICML 2024 Reinforcement Learning with Token-level Feedback for Controllable Text Generation NAACL 2024 Reinforcement Symbolic Regression Machine ICLR 2024 ReinforceNS: Reinforcement Learning-based Multi-start Neighborhood Search for Solving the Traveling Thief Problem IJCAI 2024 Reinforcing LLM Agents via Policy Optimization with Action Decomposition NeurIPS 2024 Rejection via Learning Density Ratios NeurIPS 2024 Relational Verification Leaps Forward with RABBit NeurIPS 2024 Relaxed Stationary Distribution Correction Estimation for Improved Offline Policy Optimization AAAI 2024 Reliability Estimation of News Media Sources: Birds of a Feather Flock Together NAACL 2024 ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization NeurIPS 2024 ReLoRA: High-Rank Training Through Low-Rank Updates ICLR 2024 ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models ICML 2024 Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad NeurIPS 2024 RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024 ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization NeurIPS 2024