Mathematics & Optimization

Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021 Robust Learning of Optimal Auctions NeurIPS 2021 Robust Learning under Strong Noise via SQs AISTATS 2021 Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers AISTATS 2021 Robust Online Correlation Clustering NeurIPS 2021 Robust principal component analysis for generalized multi-view models UAI 2021 Robust Pure Exploration in Linear Bandits with Limited Budget ICML 2021 Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation AAAI 2021 Robust Testing and Estimation under Manipulation Attacks ICML 2021 Robust Trust Region for Weakly Supervised Segmentation ICCV 2021 ROI Maximization in Stochastic Online Decision-Making NeurIPS 2021 Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs ICCV 2021 Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging CVPR 2021 Rotation-Only Bundle Adjustment CVPR 2021 R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina ICCV 2021 Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models ICML 2021 Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach L4DC 2021 Safely Learning Dynamical Systems from Short Trajectories L4DC 2021 Safe Pontryagin Differentiable Programming NeurIPS 2021 Safe Search for Stackelberg Equilibria in Extensive-Form Games AAAI 2021 Sample Complexity of Linear Quadratic Gaussian (LQG) Control for Output Feedback Systems L4DC 2021 Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond NeurIPS 2021 Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021 Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games NeurIPS 2021 Sampling-Based Motion Planning on Sequenced Manifolds RSS 2021