robust estimation

Maximum Consensus by Weighted Influences of Monotone Boolean Functions CVPR 2022 Minimax M-estimation under Adversarial Contamination ICML 2022 Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022 Nearly Optimal Catoni’s M-estimator for Infinite Variance ICML 2022 On the Robustness of CountSketch to Adaptive Inputs ICML 2022 Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022 Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally ALT 2022 Private Robust Estimation by Stabilizing Convex Relaxations COLT 2022 Relative Pose From a Calibrated and an Uncalibrated Smartphone Image CVPR 2022 Robust computation of optimal transport by $β$-potential regularization ACML 2022 Robust Estimation for Random Graphs COLT 2022 Robust Estimation of Laplacian Constrained Gaussian Graphical Models with Trimmed Non-convex Regularization PGM 2022 Robust Generalized Method of Moments: A Finite Sample Viewpoint NeurIPS 2022 Robust Sparse Mean Estimation via Sum of Squares COLT 2022 Robust Training in High Dimensions via Block Coordinate Geometric Median Descent AISTATS 2022 Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances NeurIPS 2022 Tight and Robust Private Mean Estimation with Few Users ICML 2022 Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model NeurIPS 2022 TURF: Two-Factor, Universal, Robust, Fast Distribution Learning Algorithm ICML 2022 Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022 Adversarially Robust Estimate and Risk Analysis in Linear Regression AISTATS 2021 BabelCalib: A Universal Approach to Calibrating Central Cameras ICCV 2021 Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers NeurIPS 2021 Learning with risk-averse feedback under potentially heavy tails AISTATS 2021 Neuron Matching in C. elegans With Robust Approximate Linear Regression Without Correspondence WACV 2021