{"total":34,"rows":[{"id":"2104.11315","title":"SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics","created":"2021-04-22","cited_by_count":130,"area":null},{"id":"2102.09159","title":"Robust and Differentially Private Mean Estimation","created":"2021-02-18","cited_by_count":66,"area":null},{"id":"2111.06578","title":"Differential privacy and robust statistics in high dimensions","created":"2021-11-12","cited_by_count":64,"area":null},{"id":"2112.03548","title":"Private Robust Estimation by Stabilizing Convex Relaxations","created":"2021-12-07","cited_by_count":38,"area":null},{"id":"2302.01855","title":"From Robustness to Privacy and Back","created":"2023-02-03","cited_by_count":27,"area":null},{"id":"2205.13709","title":"DP-PCA: Statistically Optimal and Differentially Private PCA","created":"2022-05-27","cited_by_count":24,"area":null},{"id":"2106.08537","title":"Clustering Mixture Models in Almost-Linear Time via List-Decodable Mean Estimation","created":"2021-06-16","cited_by_count":21,"area":null},{"id":"2204.12399","title":"Streaming Algorithms for High-Dimensional Robust Statistics","created":"2022-04-26","cited_by_count":21,"area":null},{"id":"2106.11938","title":"Robust Regression Revisited: Acceleration and Improved Estimation Rates","created":"2021-06-22","cited_by_count":15,"area":null},{"id":"2207.08347","title":"Private Convex Optimization in General Norms","created":"2022-07-18","cited_by_count":13,"area":null},{"id":"2302.06085","title":"Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler","created":"2023-02-13","cited_by_count":10,"area":null},{"id":"2305.02544","title":"Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA","created":"2023-05-04","cited_by_count":10,"area":null},{"id":"2301.13273","title":"Near Optimal Private and Robust Linear Regression","created":"2023-01-30","cited_by_count":9,"area":null},{"id":"2402.07240","title":"Oja's Algorithm for Streaming Sparse PCA","created":"2024-02-11","cited_by_count":9,"area":null},{"id":"2308.07760","title":"Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System","created":"2023-08-15","cited_by_count":7,"area":null},{"id":"2312.01547","title":"Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression","created":"2023-12-04","cited_by_count":7,"area":null},{"id":"2403.03905","title":"Black-Box $k$-to-$1$-PCA Reductions: Theory and Applications","created":"2024-03-06","cited_by_count":7,"area":null},{"id":"2404.15409","title":"Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares","created":"2024-04-23","cited_by_count":7,"area":null},{"id":"2206.04777","title":"Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models","created":"2022-06-09","cited_by_count":6,"area":null},{"id":"2107.10302","title":"Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks","created":"2021-07-11","cited_by_count":5,"area":null},{"id":"2211.12743","title":"Efficient List-Decodable Regression using Batches","created":"2022-11-23","cited_by_count":5,"area":null},{"id":"2310.18265","title":"Structured Semidefinite Programming for Recovering Structured Preconditioners","created":"2023-10-27","cited_by_count":5,"area":null},{"id":"2402.09754","title":"Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis","created":"2024-02-15","cited_by_count":4,"area":null},{"id":"2410.17336","title":"Computing Optimal Regularizers for Online Linear Optimization","created":"2024-10-22","cited_by_count":4,"area":null},{"id":"2203.03808","title":"A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data","created":"2022-03-08","cited_by_count":2,"area":null},{"id":"2403.10416","title":"Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination","created":"2024-03-15","cited_by_count":2,"area":null},{"id":"2410.17230","title":"Optimal Robust Estimation under Local and Global Corruptions: Stronger Adversary and Smaller Error","created":"2024-10-22","cited_by_count":2,"area":null},{"id":"2403.04726","title":"A Sub-Quadratic Time Algorithm for Robust Sparse Mean Estimation","created":"2024-03-07","cited_by_count":1,"area":null},{"id":"2409.04733","title":"A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval","created":"2024-09-07","cited_by_count":1,"area":null},{"id":"2303.07774","title":"Testing Causality for High Dimensional Data","created":"2023-03-14","cited_by_count":0,"area":null},{"id":"2311.16416","title":"A Combinatorial Approach to Robust PCA","created":"2023-11-28","cited_by_count":0,"area":null},{"id":"2409.03703","title":"Iterative thresholding for non-linear learning in the strong $\\varepsilon$-contamination model","created":"2024-09-05","cited_by_count":0,"area":null},{"id":"2502.06564","title":"Nearly Optimal Robust Covariance and Scatter Matrix Estimation Beyond Gaussians","created":"2025-02-10","cited_by_count":0,"area":null},{"id":"2605.25460","title":"Mean-Shift PCA by Knockoff Mean","created":"2026-05-25","cited_by_count":0,"area":null}],"next_cursor":null}