"distributed estimation" Papers

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

Anna van Elst, Igor Colin, Stephan Clémençon

NeurIPS 2025posterarXiv:2505.17836

Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery

Caixing Wang, Ziliang Shen

ICML 2024spotlight

Fundamental Limits of Distributed Covariance Matrix Estimation Under Communication Constraints

Mohammad Reza Rahmani, Mohammad Hossein Yassaee, Mohammad Ali Maddah Ali et al.

ICML 2024poster

Profile Reconstruction from Private Sketches

Hao WU, Rasmus Pagh

ICML 2024poster