min-max optimization

Efficient Generalization with Distributionally Robust Learning NeurIPS 2021 Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization AISTATS 2021 Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021 First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems JMLR 2021 Last-Iterate Convergence Rates for Min-Max Optimization: Convergence of Hamiltonian Gradient Descent and Consensus Optimization ALT 2021 Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021 Sharpness-aware Minimization for Efficiently Improving Generalization ICLR 2021 Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent NeurIPS 2021 Taming GANs with Lookahead-Minmax ICLR 2021 The Limits of Min-Max Optimization Algorithms: Convergence to Spurious Non-Critical Sets ICML 2021 A Decentralized Parallel Algorithm for Training Generative Adversarial Nets NeurIPS 2020 A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems NeurIPS 2020 C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020 Convergence of Gradient Methods on Bilinear Zero-Sum Games ICLR 2020 Halpern Iteration for Near-Optimal and Parameter-Free Monotone Inclusion and Strong Solutions to Variational Inequalities COLT 2020 Improving Adversarial Robustness Requires Revisiting Misclassified Examples ICLR 2020 Improving Robustness of Deep-Learning-Based Image Reconstruction ICML 2020 Linear Lower Bounds and Conditioning of Differentiable Games ICML 2020 MinMax Methods for Optimal Transport and Beyond: Regularization, Approximation and Numerics NeurIPS 2020 Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks ICML 2020 Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization NeurIPS 2020 Rényi Fair Inference ICLR 2020 Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees L4DC 2020 SGD Learns One-Layer Networks in WGANs ICML 2020 Subsidy Allocations in the Presence of Income Shocks AAAI 2020