Sparsistent Estimation of Time-Varying Discrete Markov Random Fields

14 July 2009

Papers citing "Sparsistent Estimation of Time-Varying Discrete Markov Random Fields"

12 / 12 papers shown

Title
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching Daniel J. Williams Leyang Wang Qizhen Ying Song Liu Mladen Kolar 25 1 0 14 Oct 2024
Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques Filip Hanzely Boxin Zhao Mladen Kolar FedML 19 52 0 19 Feb 2021
An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians Sen Na M. Anitescu Mladen Kolar 12 41 0 10 Feb 2021
A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai Mladen Kolar Oluwasanmi Koyejo 11 2 0 11 Nov 2020
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting Boxin Zhao Y Samuel Wang Mladen Kolar 11 8 0 11 Mar 2020
Nonparametric inference for continuous-time event counting and link-based dynamic network models Alexander Kreiss E. Mammen W. Polonik 30 9 0 10 May 2017
Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models Junwei Lu Mladen Kolar Han Liu 14 27 0 28 Dec 2015
Inference for Sparse Conditional Precision Matrices Jialei Wang Mladen Kolar 41 22 0 24 Dec 2014
Joint Estimation of Multiple Graphical Models from High Dimensional Time Series Huitong Qiu Fang Han Han Liu B. Caffo 45 97 0 01 Nov 2013
Estimating Networks With Jumps Mladen Kolar Eric P. Xing 58 66 0 17 Dec 2010
Estimating time-varying networks Mladen Kolar Le Song Amr Ahmed Eric P. Xing AI4TS 76 308 0 30 Dec 2008
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 106 245 0 20 Feb 2008