Optimization

Principled Architecture-aware Scaling of Hyperparameters ICLR 2024 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF ICML 2024 Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis ICML 2024 Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions AAAI 2024 PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NeurIPS 2024 Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent ICML 2024 Privacy-Preserving Instructions for Aligning Large Language Models ICML 2024 Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems ICML 2024 Private Geometric Median NeurIPS 2024 Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation ICML 2024 Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses ICML 2024 Private Online Learning via Lazy Algorithms NeurIPS 2024 Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions NeurIPS 2024 Proactive DP: A Multiple Target Optimization Framework for DP-SGD ICML 2024 Probabilistic Constrained Reinforcement Learning with Formal Interpretability ICML 2024 Probabilistic Feature Matching for Fast Scalable Visual Prompting IJCAI 2024 Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization JMLR 2024 ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling NAACL 2024 Prodigy: An Expeditiously Adaptive Parameter-Free Learner ICML 2024 PRODuctive bandits: Importance Weighting No More NeurIPS 2024 Program-Aided Reasoners (Better) Know What They Know NAACL 2024 Programmable Motion Generation for Open-Set Motion Control Tasks CVPR 2024 Program Synthesis with Best-First Bottom-Up Search (Abstract Reprint) AAAI 2024 Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts ICLR 2024 Progressive Entropic Optimal Transport Solvers NeurIPS 2024