Parametric inference in the large data limit using maximally informative models
Justin B. Kinney, Gurinder S. Atwal
The paper develops a method to infer filters in high-dimensional data by maximizing mutual information between measurements and representations, bypassing the need for precise noise function knowledge.
bioRxiv · Dec 13, 2013Biophysics