43 citations · 43 across the 1 of their papers we have counts for
2 papers
stat.ML2014
Generalized Low Rank Models
Madeleine Udell, Corinne Horn, Reza Zadeh +1
Principal components analysis (PCA) is a well-known technique for approximating a tabular data set by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data se…
cs.LG2009★ 43 cited
Sequential anomaly detection in the presence of noise and limited feedback
Maxim Raginsky, Rebecca Willett, Corinne Horn +2
This paper describes a methodology for detecting anomalies from sequentially observed and potentially noisy data. The proposed approach consists of two main elements: (1) {\em filt…