Distributed Online Linear Regressions

DOI10.1109/TIT.2020.3029304zbMath1473.62246arXiv1902.04774OpenAlexW3091842444MaRDI QIDQ5151735

Alexandre Proutiere, Deming Yuan, Guo-Dong Shi

Publication date: 22 February 2021

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

Full work available at URL: https://arxiv.org/abs/1902.04774

zbMATH Keywords

distributed regression algorithmsdistributed settingonline linear regression problems

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Applications of graph theory (05C90) Convex programming (90C25) Distributed systems (68M14) Statistical aspects of big data and data science (62R07)

Related Items (5)

Distributed solver for linear matrix inequalities: an optimization perspective ⋮ Distributed consensus-based solver for semi-definite programming: an optimization viewpoint ⋮ Distributed regularized online optimization using forward-backward splitting ⋮ Distributed online bandit linear regressions with differential privacy ⋮ No-regret learning for repeated non-cooperative games with lossy bandits

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