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minimax optimization

186 papers

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Co-occurring keywords

nonconvex optimization (316) gradient descent ascent (31) stochastic optimization (1060) adversarial learning (1595) convex optimization (1321) stochastic gradient descent (1091) convergence rate (607) variance reduction (523) generative adversarial network (1944) gradient descent (1144)

Papers

Optimal transport mapping via input convex neural networks ICML 2020
Calibrated Surrogate Losses for Adversarially Robust Classification COLT 2020
Near-Optimal Algorithms for Minimax Optimization COLT 2020
Robust and Stable Black Box Explanations ICML 2020
Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems NIPS 2020
Robust Federated Learning: The Case of Affine Distribution Shifts NIPS 2020
On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems ICML 2020
A Catalyst Framework for Minimax Optimization NIPS 2020
Minimax Estimation of Conditional Moment Models NIPS 2020
Improved Algorithms for Convex-Concave Minimax Optimization NIPS 2020
Optimal Margin Distribution Machine for Multi-Instance Learning IJCAI 2020
Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function NIPS 2020
Fairness for Robust Log Loss Classification AAAI 2020
Distributionally Robust Federated Averaging NIPS 2020
Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons NIPS 2020
Do GANs always have Nash equilibria? ICML 2020
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NIPS 2020
Adversarial Distributional Training for Robust Deep Learning NIPS 2020
Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems ICML 2020
Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems NIPS 2020
Online learning with dynamics: A minimax perspective NIPS 2020
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? ICML 2020
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
A Swiss Army Knife for Minimax Optimal Transport ICML 2020