AI helps you reading Science

AI generates interpretation videos

AI extracts and analyses the key points of the paper to generate videos automatically


pub
Go Generating

AI Traceability

AI parses the academic lineage of this thesis


Master Reading Tree
Generate MRT

Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models.

neural information processing systems, (2019): 8069-8079

Cited by: 18|Views66
EI

Abstract

We characterize the effectiveness of a classical algorithm for recovering the Markov graph of a general discrete pairwise graphical model from i.i.d. samples. The algorithm is (appropriately regularized) maximum conditional log-likelihood, which involves solving a convex program for each node; for Ising models this is 1-constrained logist...More

Code:

Data:

Your rating :
0

 

Tags
Comments
小科