conftrace_

distributionally robust optimization

185 papers

Explore in graph

Also known as

DRO

Co-occurring keywords

wasserstein distance (417) empirical risk minimization (352) convex optimization (1321) distribution shift (722) domain adaptation (4595) stochastic optimization (1060) generalization bound (652) optimal transport (948) distributionally robust (14) regret bound (1926)

Papers

Minimax Statistical Learning with Wasserstein distances NIPS 2018
Distributionally Robust Graphical Models NIPS 2018
Wasserstein Distributionally Robust Kalman Filtering NIPS 2018
A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization JMLR 2018
Bayesian Adversarial Learning NIPS 2018
Distributionally Robust Groupwise Regularization Estimator ACML 2017
Variance-based Regularization with Convex Objectives NIPS 2017
Stochastic Gradient Methods for Distributionally Robust Optimization with f-divergences NIPS 2016
Distributionally Robust Logistic Regression NIPS 2015
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013