gradient-based algorithm

A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents ICML 2025 Beyond Monotonicity: On the Convergence of Learning Algorithms in Standard Auction Games AAAI 2025 Classic but Everlasting: Traditional Gradient-Based Algorithms Converge Fast Even in Time-Varying Multi-Player Games ICLR 2025 Transformers Provably Solve Parity Efficiently with Chain of Thought ICLR 2025 Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling ICML 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NeurIPS 2024 Convergence of log(1/ε) for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis NeurIPS 2024 How to Escape Sharp Minima with Random Perturbations ICML 2024 Linear Regression using Heterogeneous Data Batches NeurIPS 2024 Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NeurIPS 2024 Bidirectional Learning for Offline Model-based Biological Sequence Design ICML 2023 Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions NeurIPS 2022 On Implicit Bias in Overparameterized Bilevel Optimization ICML 2022 Selective Network Linearization for Efficient Private Inference ICML 2022 A Catalyst Framework for Minimax Optimization NeurIPS 2020 ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020 Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020 Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning CoRL 2020 Leveraging Predictions in Smoothed Online Convex Optimization via Gradient-based Algorithms NeurIPS 2020 Convergent Tree Backup and Retrace with Function Approximation ICML 2018 Meta-Gradient Reinforcement Learning NeurIPS 2018 Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML 2018 Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation CVPR 2015