conftrace_

gradient-based algorithm

17 papers

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Co-occurring keywords

bilevel optimization (194) gradient descent (1144) minimax optimization (186) hyperparameter optimization (406) online learning (1777) reinforcement learning (4352) transportation network (5) global optimality (34) first-order algorithm (15) matrix-vector multiplication (14)

Papers

Beyond Monotonicity: On the Convergence of Learning Algorithms in Standard Auction Games AAAI 2025
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NIPS 2024
Linear Regression using Heterogeneous Data Batches NIPS 2024
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NIPS 2024
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis NIPS 2024
Bidirectional Learning for Offline Model-based Biological Sequence Design ICML 2023
On Implicit Bias in Overparameterized Bilevel Optimization ICML 2022
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions NIPS 2022
Selective Network Linearization for Efficient Private Inference ICML 2022
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
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
A Catalyst Framework for Minimax Optimization NIPS 2020
Meta-Gradient Reinforcement Learning NIPS 2018
Convergent Tree Backup and Retrace with Function Approximation ICML 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