A Unified Framework for Structured Graph Learning via Spectral
Constraints

A Unified Framework for Structured Graph Learning via Spectral Constraints

22 April 2019

José Vinícius de Miranda Cardoso

Daniel P. Palomar

Papers citing "A Unified Framework for Structured Graph Learning via Spectral Constraints"

18 / 18 papers shown

Title
Joint Signal Recovery and Graph Learning from Incomplete Time-Series Amirhossein Javaheri Arash Amini F. Marvasti Daniel P. Palomar 26 2 0 28 Dec 2023
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 33 3 0 23 Nov 2023
Sparse Graphical Linear Dynamical Systems Émilie Chouzenoux Victor Elvira 25 7 0 06 Jul 2023
Free Lunch for Privacy Preserving Distributed Graph Learning Nimesh Agrawal Nikita Malik Sandeep Kumar 14 0 0 18 May 2023
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 24 1 0 17 Jan 2023
A Unified Framework for Optimization-Based Graph Coarsening Manoj Kumar Anurag Sharma Surinder Kumar 11 10 0 02 Oct 2022
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 18 27 0 06 Dec 2021
Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity Jian-Feng Cai José Vinícius de Miranda Cardoso Daniel P. Palomar Jiaxi Ying 19 10 0 03 Dec 2021
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging Ali Hashemi Yijing Gao Chang Cai Sanjay Ghosh Klaus-Robert Muller S. Nagarajan Stefan Haufe 19 7 0 02 Nov 2021
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency E. Pavez 19 4 0 31 Oct 2021
Learning Time-Varying Graphs from Online Data Alberto Natali Elvin Isufi M. Coutiño G. Leus CML 18 32 0 21 Oct 2021
Accelerated Graph Learning from Smooth Signals S. S. Saboksayr Gonzalo Mateos 39 22 0 19 Oct 2021
Learning Sparse Graph with Minimax Concave Penalty under Gaussian Markov Random Fields Tatsuya Koyakumaru M. Yukawa Eduardo Pavez Antonio Ortega 24 8 0 17 Sep 2021
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks H. Sahbi 3DH GNN 18 3 0 09 Apr 2021
Algorithms for Learning Graphs in Financial Markets José Vinícius de Miranda Cardoso Jiaxi Ying Daniel P. Palomar CML AIFin 56 17 0 31 Dec 2020
Learning Graph Laplacian with MCP Yangjing Zhang Kim-Chuan Toh Defeng Sun 26 8 0 22 Oct 2020
Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro Yuhao Wang A. Marques Caroline Uhler Santiago Segarra 17 29 0 16 Oct 2020
Structured Graph Learning Via Laplacian Spectral Constraints Sandeep Kumar Jiaxi Ying J. Cardoso Daniel P. Palomar 39 57 0 24 Sep 2019