Optimization

A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging ICLR 2024 Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control NeurIPS 2024 Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NeurIPS 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NeurIPS 2024 Aligning Large Language Models by On-Policy Self-Judgment ACL 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 Aligning Relational Learning with Lipschitz Fairness ICLR 2024 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NeurIPS 2024 Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps ICLR 2024 Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization NeurIPS 2024 Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NeurIPS 2024 A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization AISTATS 2024 AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality EMNLP 2024 AlphaMath Almost Zero: Process Supervision without Process NeurIPS 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NeurIPS 2024 A LUPI distillation-based approach: Application to predicting Proximal Junctional Kyphosis MLHC 2024 Ambiguity-Aware Abductive Learning ICML 2024 A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning NeurIPS 2024 AMLB: an AutoML Benchmark JMLR 2024 A Model for Estimating the Economic Costs of Computer Vision Systems That Use Deep Learning AAAI 2024 Amortized Eigendecomposition for Neural Networks NeurIPS 2024 Amortizing Pragmatic Program Synthesis with Rankings ICML 2024 AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024 An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness NeurIPS 2024 An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization NeurIPS 2024