first-order optimization

First-Order Federated Bilevel Learning AAAI 2025 Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence AAAI 2025 Implicit Diffusion: Efficient optimization through stochastic sampling AISTATS 2025 MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters ICML 2025 PWM: Policy Learning with Multi-Task World Models ICLR 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 CF-OPT: Counterfactual Explanations for Structured Prediction ICML 2024 Federated Black-Box Adaptation for Semantic Segmentation NeurIPS 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 FOSI: Hybrid First and Second Order Optimization ICLR 2024 OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations NeurIPS 2024 Optimal First-Order Algorithms as a Function of Inequalities JMLR 2024 Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations ICML 2023 Closing the gap between the upper bound and lower bound of Adam's iteration complexity NeurIPS 2023 Continuous-time Analysis of Anchor Acceleration NeurIPS 2023 Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates AAAI 2023 MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope ICCV 2023 Multi-Agent First Order Constrained Optimization in Policy Space NeurIPS 2023 Pruning Pre-trained Language Models Without Fine-Tuning ACL 2023 Quadratic Memory is Necessary for Optimal Query Complexity in Convex Optimization: Center-of-Mass is Pareto-Optimal COLT 2023 Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound NeurIPS 2022 On Constraints in First-Order Optimization: A View from Non-Smooth Dynamical Systems JMLR 2022 Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set UAI 2022 RECAPP: Crafting a More Efficient Catalyst for Convex Optimization ICML 2022