Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models

Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models

28 October 2018

Sujay Sanghavi

Papers citing "Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models"

10 / 10 papers shown

Title
Efficient Hamiltonian, structure and trace distance learning of Gaussian states Marco Fanizza Cambyse Rouzé Daniel Stilck França 40 4 0 05 Nov 2024
Discrete distributions are learnable from metastable samples Abhijith Jayakumar A. Lokhov Sidhant Misra Marc Vuffray 42 1 0 17 Oct 2024
Statistical Efficiency of Score Matching: The View from Isoperimetry Frederic Koehler Alexander Heckett Andrej Risteski DiffM 104 50 0 03 Oct 2022
$Ising Model Selection Using $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis$ Ising Model Selection Using $\ell_{1}$ -Regularized Linear Regression: A Statistical Mechanics Analysis Xiangming Meng T. Obuchi Y. Kabashima 33 4 0 08 Feb 2021
Limits on Testing Structural Changes in Ising Models Aditya Gangrade B. Nazer Venkatesh Saligrama 27 0 0 07 Nov 2020
Learning Restricted Boltzmann Machines with Sparse Latent Variables Guy Bresler Rares-Darius Buhai 18 2 0 07 Jun 2020
Learning Ising models from one or multiple samples Y. Dagan C. Daskalakis Nishanth Dikkala Anthimos Vardis Kandiros 11 10 0 20 Apr 2020
Learning Ising Models with Independent Failures Surbhi Goel D. Kane Adam R. Klivans 25 15 0 13 Feb 2019
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models Ivona Bezáková Antonio Blanca Zongchen Chen Daniel Stefankovic Eric Vigoda 11 20 0 22 Jan 2019
Testing Ising Models C. Daskalakis Nishanth Dikkala Gautam Kamath 18 101 0 09 Dec 2016