Online PCA with Optimal Regrets

DOI10.1007/978-3-642-40935-6_8zbMath1405.68453OpenAlexW2068373302MaRDI QIDQ2859209

Jiazhong Nie, Wojciech Kotłowski, Manfred K. Warmuth

Publication date: 6 November 2013

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-40935-6_8

zbMATH Keywords

online learning\(k\)-setsgradient descentPCAregret boundsexpert settingmatrix exponentiated gradient

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Learning and adaptive systems in artificial intelligence (68T05) Online algorithms; streaming algorithms (68W27)

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