Geometric Lower Bounds for Distributed Parameter Estimation Under Communication Constraints

DOI10.1109/TIT.2021.3108952zbMath1489.94005arXiv1802.08417OpenAlexW2964336134MaRDI QIDQ5030256

Yanjun Han, Tsachy Weissman, Ayfer Özgür

Publication date: 17 February 2022

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1802.08417

zbMATH Keywords

lower bounds for minimax riskparameter estimation in distributed networks

Mathematics Subject Classification ID

Communication theory (94A05)

Related Items (3)

Distributed nonparametric function estimation: optimal rate of convergence and cost of adaptation ⋮ Statistical-computational trade-offs in tensor PCA and related problems via communication complexity ⋮ Distributed adaptive Gaussian mean estimation with unknown variance: interactive protocol helps adaptation

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