Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA

Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar. Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA. In Silvia Chiappa, Sara Magliacane, editors, Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. Volume 286 of Proceedings of Machine Learning Research, pages 2396-2430, PMLR, 2025. [doi]

Abstract

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