42 citations · 133 across the 18 of their papers we have counts for
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math.OC2016★ 7 cited
A Convex Program for Mixed Linear Regression with a Recovery Guarantee for Well-Separated Data
Paul Hand, Babhru Joshi
We introduce a convex approach for mixed linear regression over features. This approach is a second-order cone program, based on L1 minimization, which assigns an estimate regr…
cs.IT2016★ 7 cited
Leveraging Diversity and Sparsity in Blind Deconvolution
Ali Ahmed, Laurent Demanet
This paper considers recovering -dimensional vectors , and from their circular convolutions $\bolds…
cs.IT2016★ 4 cited
Empirical Chaos Processes and Blind Deconvolution
Ali Ahmed, Felix Krahmer, Justin Romberg
This paper investigates conditions under which certain kinds of systems of bilinear equations have a unique structured solution. In particular, we look at when we can recover vecto…