robust optimization

Scalable Robust Matrix Factorization with Nonconvex Loss NeurIPS 2018 Scaling provable adversarial defenses NeurIPS 2018 Semi-Oblivious Traffic Engineering: The Road Not Taken NSDI 2018 Towards Deep Learning Models Resistant to Adversarial Attacks ICLR 2018 Training Deep Models Faster with Robust, Approximate Importance Sampling NeurIPS 2018 Wasserstein Distributionally Robust Kalman Filtering NeurIPS 2018 Beyond Worst-case: A Probabilistic Analysis of Affine Policies in Dynamic Optimization NeurIPS 2017 DIRTREL: Robust Trajectory Optimization with Ellipsoidal Disturbances and LQR Feedback RSS 2017 DSAC - Differentiable RANSAC for Camera Localization CVPR 2017 Finding Robust Solutions to Stable Marriage IJCAI 2017 Joint Capped Norms Minimization for Robust Matrix Recovery IJCAI 2017 NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance CVPR 2017 Robust Advertisement Allocation IJCAI 2017 Robust Budget Allocation via Continuous Submodular Functions ICML 2017 Robust Optimization for Non-Convex Objectives NeurIPS 2017 ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery IJCAI 2017 Soft Margin Support Vector Classification as Buffered Probability Minimization JMLR 2017 Staying Ahead of the Game: Adaptive Robust Optimization for Dynamic Allocation of Threat Screening Resources IJCAI 2017 Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NeurIPS 2017 Robust Kernel Estimation With Outliers Handling for Image Deblurring CVPR 2016 Safe Policy Improvement by Minimizing Robust Baseline Regret NeurIPS 2016 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NeurIPS 2015 Robust Portfolio Optimization NeurIPS 2015