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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

Minimax Time Series Prediction NIPS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
Multi-feature Spectral Clustering with Minimax Optimization CVPR 2014
Scaling Up Robust MDPs using Function Approximation ICML 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal NIPS 2013
Minimax Optimal Algorithms for Unconstrained Linear Optimization NIPS 2013
A Simple Geometric Interpretation of SVM using Stochastic Adversaries AISTATS 2012
Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming JMLR 2012
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NIPS 2012
Repeated Games against Budgeted Adversaries NIPS 2010