93 citations · 122 across the 6 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.IT2015★ 2 cited
Critical Behavior and Universality Classes for an Algorithmic Phase Transition in Sparse Reconstruction
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
Recovery of an -dimensional, -sparse solution from an -dimensional vector of measurements for multivariate linear regression can be accomplished…
cs.IT2015★ 3 cited
The cavity method for analysis of large-scale penalized regression
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
Penalized regression methods aim to retrieve reliable predictors among a large set of putative ones from a limited amount of measurements. In particular, penalized regression with…