Optimization

Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas ICML 2024 RePair: Automated Program Repair with Process-based Feedback ACL 2024 Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NeurIPS 2024 Replicable Learning of Large-Margin Halfspaces ICML 2024 REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024 Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024 Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization NeurIPS 2024 Residual Learning in Diffusion Models CVPR 2024 Resilience of Large Language Models for Noisy Instructions EMNLP 2024 Resilient Constrained Reinforcement Learning AISTATS 2024 ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024 Resolving Discrepancies in Compute-Optimal Scaling of Language Models NeurIPS 2024 REST: Retrieval-Based Speculative Decoding NAACL 2024 Rethinking 3D Convolution in ℓ_p-norm Space NeurIPS 2024 Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework ICLR 2024 Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits ICML 2024 Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints NeurIPS 2024 Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD ICML 2024 Rethinking Imbalance in Image Super-Resolution for Efficient Inference NeurIPS 2024 Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models NeurIPS 2024 Rethinking Multi-domain Generalization with A General Learning Objective CVPR 2024 Rethinking Optimal Transport in Offline Reinforcement Learning NeurIPS 2024 Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NeurIPS 2024 Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima’s Role AAAI 2024 Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization EMNLP 2024