On Graphical Models via Univariate Exponential Family Distributions

On Graphical Models via Univariate Exponential Family Distributions

17 January 2013

Pradeep Ravikumar

Genevera I. Allen

Papers citing "On Graphical Models via Univariate Exponential Family Distributions"

11 / 11 papers shown

Title
Sequential Kernelized Stein Discrepancy Diego Martinez-Taboada Aaditya Ramdas 33 0 0 26 Sep 2024
On pairwise interaction multivariate Pareto models Michael Lalancette 8 2 0 21 Jun 2023
Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks Yujia Zheng Ignavier Ng Yewen Fan Kun Zhang 9 4 0 19 May 2023
Network Clustering for Latent State and Changepoint Detection Madeline Navarro Genevera I. Allen Michael Weylandt 6 4 0 01 Nov 2021
Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs via Topological Layers Wei Zhou Xin He Wei Zhong Junhui Wang CML 17 4 0 01 Nov 2021
A Computationally Efficient Method for Learning Exponential Family Distributions Abhin Shah Devavrat Shah G. Wornell 13 9 0 28 Oct 2021
PANDA: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models Yinan Li Xiao Liu Fang Liu 16 7 0 11 Oct 2018
Learning non-parametric Markov networks with mutual information Janne Leppä-aho Santeri Räisänen Xiao Yang Teemu Roos 16 2 0 08 Aug 2017
Learning Quadratic Variance Function (QVF) DAG models via OverDispersion Scoring (ODS) G. Park Garvesh Raskutti CML 11 45 0 28 Apr 2017
Quantile Graphical Models: Prediction and Conditional Independence with Applications to Systemic Risk A. Belloni Mingli Chen Victor Chernozhukov 13 7 0 01 Jul 2016
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies David I. Inouye Pradeep Ravikumar Inderjit S. Dhillon 8 18 0 11 Mar 2016