Optimization

Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NeurIPS 2024 Rethinking the Soft Conflict Pseudo Boolean Constraint on MaxSAT Local Search Solvers IJCAI 2024 Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance CVPR 2024 Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms ICLR 2024 Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models NeurIPS 2024 Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning CVPR 2024 Retrieval-Augmented Score Distillation for Text-to-3D Generation ICML 2024 Reverie: Low Pass Filter-Based Switch Buffer Sharing for Datacenters with RDMA and TCP Traffic NSDI 2024 Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NeurIPS 2024 Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection NeurIPS 2024 Revisiting Convergence of AdaGrad with Relaxed Assumptions UAI 2024 Revisiting Differentially Private ReLU Regression NeurIPS 2024 Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks AAAI 2024 Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity ICML 2024 Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024 Revisiting RIP Guarantees for Sketching Operators on Mixture Models JMLR 2024 Revisiting Supertagging for faster HPSG parsing EMNLP 2024 Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods ICLR 2024 Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ICML 2024 Reward-based Input Construction for Cross-document Relation Extraction ACL 2024 Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024 Reward Model Ensembles Help Mitigate Overoptimization ICLR 2024 Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences ICML 2024 Reweighted Solutions for Weighted Low Rank Approximation ICML 2024 Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity ICML 2024