Information-theoretic limits of selecting binary graphical models in high dimensions

16 May 2009

Papers citing "Information-theoretic limits of selecting binary graphical models in high dimensions"

16 / 16 papers shown

Title
One-Shot Learning for k-SAT Andreas Galanis Leslie Ann Goldberg Xusheng Zhang 31 0 0 10 Feb 2025
Efficient Hamiltonian, structure and trace distance learning of Gaussian states Marco Fanizza Cambyse Rouzé Daniel Stilck França 28 4 0 05 Nov 2024
Discrete distributions are learnable from metastable samples Abhijith Jayakumar A. Lokhov Sidhant Misra Marc Vuffray 32 1 0 17 Oct 2024
Optimal estimation of Gaussian (poly)trees Yuhao Wang Ming Gao Wai Ming Tai Bryon Aragam Arnab Bhattacharyya TPM 6 1 0 09 Feb 2024
Interaction Screening and Pseudolikelihood Approaches for Tensor Learning in Ising Models Tianyu Liu Somabha Mukherjee 14 0 0 20 Oct 2023
Learning Energy-Based Representations of Quantum Many-Body States Abhijith Jayakumar Marc Vuffray A. Lokhov AI4CE 9 3 0 08 Apr 2023
Quantifying Relevance in Learning and Inference M. Marsili Y. Roudi 6 18 0 01 Feb 2022
Learning Dependency Structures for Weak Supervision Models P. Varma Frederic Sala A. He Alexander Ratner Christopher Ré NoLa 11 66 0 14 Mar 2019
Learning Graphical Models Using Multiplicative Weights Adam R. Klivans Raghu Meka 20 112 0 20 Jun 2017
Information Theoretic Limits for Linear Prediction with Graph-Structured Sparsity Adarsh Barik Jean Honorio Mohit Tawarmalani 11 1 0 26 Jan 2017
Optimal structure and parameter learning of Ising models A. Lokhov Marc Vuffray Sidhant Misra Michael Chertkov 12 79 0 15 Dec 2016
Lower Bounds on Active Learning for Graphical Model Selection Jonathan Scarlett V. Cevher 23 8 0 08 Jul 2016
Robust Learning of Fixed-Structure Bayesian Networks Yu Cheng Ilias Diakonikolas D. Kane Alistair Stewart OOD 26 46 0 23 Jun 2016
Learning a Tree-Structured Ising Model in Order to Make Predictions Guy Bresler Mina Karzand 44 46 0 22 Apr 2016
Discussion: Latent variable graphical model selection via convex optimization Martin J. Wainwright 38 8 0 05 Nov 2012
The Price of Privacy in Untrusted Recommendation Engines Siddhartha Banerjee N. Hegde Laurent Massoulié 38 18 0 13 Jul 2012