conftrace_

adversarial outlier

11 papers

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Co-occurring keywords · papers mentioning both

robust estimation (4) sum of square (2) sparse mean estimation (2) statistical query (2) high-dimensional statistics (2) mean estimation (2) sparse estimation (2) sample complexity (2) logistic regression (2) generic chaining (1)

Papers

Outlier Robust and Sparse Estimation of Linear Regression Coefficients JMLR 2025 A Subquadratic Time Algorithm for Robust Sparse Mean Estimation ICML 2024 Robust Mixture Learning when Outliers Overwhelm Small Groups NeurIPS 2024 Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures COLT 2023 Outlier-Robust Wasserstein DRO NeurIPS 2023 Robust Sparse Mean Estimation via Sum of Squares COLT 2022 Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems NeurIPS 2021 High-dimensional Robust Mean Estimation via Gradient Descent ICML 2020 Outlier-robust estimation of a sparse linear model using ℓ_1-penalized Huber's M-estimator NeurIPS 2019 Do Outliers Ruin Collaboration? ICML 2018 Robust Logistic Regression and Classification NeurIPS 2014