109 citations · 170 across the 17 of their papers we have counts for
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cs.IT2015★ 109 cited
Learning-based Compressive Subsampling
Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett +3
The problem of recovering a structured signal from a set of dimensionality-reduced linear measurements arises in…
math.ST2015★ 4 cited
A Geometric View on Constrained M-Estimators
Yen-Huan Li, Ya-Ping Hsieh, Nissim Zerbib +1
We study the estimation error of constrained M-estimators, and derive explicit upper bounds on the expected estimation error determined by the Gaussian width of the constraint set.…
math.OC2015
Composite convex minimization involving self-concordant-like cost functions
Quoc Tran-Dinh, Yen-Huan Li, Volkan Cevher
The self-concordant-like property of a smooth convex function is a new analytical structure that generalizes the self-concordant notion. While a wide variety of important applicati…