885 citations · 3.5k across the 45 of their papers we have counts for
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stat.ME2015
Sufficient Dimension Reduction and Modeling Responses Conditioned on Covariates: An Integrated Approach via Convex Optimization
Armeen Taeb, Venkat Chandrasekaran
Given observations of a collection of covariates and responses , sufficient dimension reduction (SDR) techniques aim to identify a mapp…
math.ST2015
High-Dimensional Change-Point Estimation: Combining Filtering with Convex Optimization
Yong Sheng Soh, Venkat Chandrasekaran
We consider change-point estimation in a sequence of high-dimensional signals given noisy observations. Classical approaches to this problem such as the filtered derivative method…