Inference in Graphical Models via Semidefinite Programming Hierarchies

19 September 2017

Papers citing "Inference in Graphical Models via Semidefinite Programming Hierarchies"

6 / 6 papers shown

Title
A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations Yong Sheng Soh Antonios Varvitsiotis 24 2 0 01 Jun 2021
A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy Kevin Bello Chuyang Ke Jean Honorio 18 1 0 16 Feb 2021
Riemannian Langevin Algorithm for Solving Semidefinite Programs Mufan Li Murat A. Erdogdu 118 29 0 21 Oct 2020
An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias Lu Yu Krishnakumar Balasubramanian S. Volgushev Murat A. Erdogdu 106 52 0 14 Jun 2020
Convergence Rates of Smooth Message Passing with Rounding in Entropy-Regularized MAP Inference Jonathan Lee Aldo Pacchiano Michael I. Jordan 56 3 0 02 Jul 2019
Convergence Rate of Block-Coordinate Maximization Burer-Monteiro Method for Solving Large SDPs Murat A. Erdogdu Asuman Ozdaglar P. Parrilo N. D. Vanli 85 33 0 12 Jul 2018