2025 "robust estimation" Papers

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Improved Robust Estimation for Erdős-Rényi Graphs: The Sparse Regime and Optimal Breakdown Point

Hongjie Chen, Jingqiu Ding, Yiding Hua et al.

NeurIPS 2025posterarXiv:2503.03923

Online robust locally differentially private learning for nonparametric regression

Chenfei Gu, Qiangqiang Zhang, Ting Li et al.

NeurIPS 2025poster

Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means

Anna van Elst, Igor Colin, Stephan Clémençon

NeurIPS 2025posterarXiv:2505.17836