conftrace_

min-max optimization

80 papers

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Also known as

MMO

Co-occurring keywords

adversarial training (1262) adversarial robustness (1341) convergence rate (607) game theory (854) variational inequality (48) stochastic optimization (1060) generative adversarial network (1944) convex optimization (1321) non-convex optimization (547) extragradient method (17)

Papers

Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm NIPS 2022
Fast Distributionally Robust Learning with Variance-Reduced Min-Max Optimization AISTATS 2022
Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022
Stochastic Extragradient: General Analysis and Improved Rates AISTATS 2022
Adversarial Reweighting for Speaker Verification Fairness INTERSPEECH 2022
A Convergent and Dimension-Independent Min-Max Optimization Algorithm ICML 2022
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ICML 2022
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022
One-shot Neural Backdoor Erasing via Adversarial Weight Masking NIPS 2022
Stochastic Variance Reduction for Variational Inequality Methods COLT 2022
Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022
Robust Graph-Based Multi-View Clustering AAAI 2022
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning NIPS 2022
First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces NIPS 2022
Fairness Reprogramming NIPS 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization NIPS 2022
On the Initialization for Convex-Concave Min-max Problems ALT 2022
Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022
Gradient and Projection Free Distributed Online Min-Max Resource Optimization L4DC 2022
Efficient Generalization with Distributionally Robust Learning NIPS 2021
Direct-Search for a Class of Stochastic Min-Max Problems AISTATS 2021
First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems JMLR 2021
Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021
Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization NIPS 2021