Now showing items 1-2 of 2
Blind Demodulation via Convex and Non-Convex Programming
We consider the bilinear inverse problem of recovering two vectors, $x$ and $w$, in $\R^L$ from their entrywise product. In this dissertation, we consider three different prior on these unknown signals, a subspace prior, ...
A Convex Algorithm for Mixed Linear Regression
Mixed linear regression is a high dimensional affine space clustering problem where the goal is to find the parameters of multiple affine spaces that best fit a collection of points. We introduce a convex 2nd order cone ...