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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

A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport ICML 2019
Bridging Theory and Algorithm for Domain Adaptation ICML 2019
On the Global Optima of Kernelized Adversarial Representation Learning ICCV 2019
REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019
Efficient Algorithms for Smooth Minimax Optimization NIPS 2019
Adversarial Machine Learning with Double Oracle IJCAI 2019
Theoretical Analysis of Adversarial Learning: A Minimax Approach NIPS 2019
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019
Adversarial Discrete Sequence Generation without Explicit NeuralNetworks as Discriminators AISTATS 2019
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NIPS 2018
Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018
K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning ICML 2018
Horizon-Independent Minimax Linear Regression NIPS 2018
Learning SMaLL Predictors NIPS 2018
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018
Robust Adversarial Reinforcement Learning ICML 2017
Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem NIPS 2017
Minimax Approach to Variable Fidelity Data Interpolation AISTATS 2017
Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization IJCAI 2017
Minimax Filter: Learning to Preserve Privacy from Inference Attacks JMLR 2017
A Minimax Approach to Supervised Learning NIPS 2016
Stochastic Gradient Methods for Distributionally Robust Optimization with f-divergences NIPS 2016
Minimax Fixed-Design Linear Regression COLT 2015
Simple regret for infinitely many armed bandits ICML 2015