21 citations · 58 across the 10 of their papers we have counts for
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cs.LG2014
Statistical inference with probabilistic graphical models
Angélique Drémeau, Christophe Schülke, Yingying Xu +1
These are notes from the lecture of Devavrat Shah given at the autumn school "Statistical Physics, Optimization, Inference, and Message-Passing Algorithms", that took place in Les…
physics.data-an2014★ 21 cited
Bayesian signal reconstruction for 1-bit compressed sensing
Yingying Xu, Yoshiyuki Kabashima, Lenka Zdeborova
The 1-bit compressed sensing framework enables the recovery of a sparse vector x from the sign information of each entry of its linear transformation. Discarding the amplitude info…