Outlier Detection and Robust PCA Using a Convex
Measure of Innovation
Mostafa Rahmani and Ping Li
Cognitive Computing Lab
Baidu Research USA
10900 NE 8th St. Bellevue, WA 98004
{mostafarahmani,liping11}@baidu.com
Abstract
This paper presents a provable and strong algorithm, termed Innovation Search
(iSearch), to robust Principal Component Analysis (PCA) and outlier det ...


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