Model Selection: Two Fundamental Measures of Coherence and Their Algorithmic Significance

Waheed U. Bajwa, Robert Calderbank, Sina Jafarpour

The problem of model selection arises in a number of contexts, such as compressed sensing, subset selection in linear regression, estimation of structures in graphical models, and…