{"total":15,"rows":[{"id":"2211.08413","title":"Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges","created":"2022-11-15","cited_by_count":138,"area":null},{"id":"2103.02860","title":"Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference","created":"2021-03-04","cited_by_count":11,"area":null},{"id":"2203.03186","title":"Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithm","created":"2022-03-07","cited_by_count":6,"area":null},{"id":"2304.11251","title":"Machine Learning and the Future of Bayesian Computation","created":"2023-04-21","cited_by_count":4,"area":null},{"id":"2311.12784","title":"Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\\alpha$ Moments","created":"2023-11-21","cited_by_count":4,"area":null},{"id":"2102.03060","title":"Distributed Sparse Normal Means Estimation with Sublinear Communication","created":"2021-02-05","cited_by_count":3,"area":null},{"id":"2501.05105","title":"Robust Score Matching","created":"2025-01-09","cited_by_count":2,"area":null},{"id":"2206.00707","title":"Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints","created":"2022-06-01","cited_by_count":1,"area":null},{"id":"2407.13980","title":"Byzantine-tolerant distributed learning of finite mixture models","created":"2024-07-19","cited_by_count":1,"area":null},{"id":"2102.10771","title":"Divide-and-conquer methods for big data analysis","created":"2021-02-22","cited_by_count":0,"area":null},{"id":"2412.03381","title":"Classical Shadows with Improved Median-of-Means Estimation","created":"2024-12-04","cited_by_count":0,"area":null},{"id":"2509.16337","title":"Learning Centre Partitions from Summaries","created":"2025-09-19","cited_by_count":0,"area":null},{"id":"2510.07867","title":"On the Optimality of the Median-of-Means Estimator under Adversarial Contamination","created":"2025-10-09","cited_by_count":0,"area":null},{"id":"2512.12676","title":"Robust Variational Bayes by Min-Max Median Aggregation","created":"2025-12-14","cited_by_count":0,"area":null},{"id":"2607.27532","title":"HOMER: Huber-of-Means for Efficient and Robust Estimation in Hilbert Spaces","created":"2026-07-29","cited_by_count":0,"area":null}],"next_cursor":null}