Graphical Inference in Linear-Gaussian State-Space Models

20 September 2022

Papers citing "Graphical Inference in Linear-Gaussian State-Space Models"

7 / 7 papers shown

Title
GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models Benjamin Cox Émilie Chouzenoux Victor Elvira 153 0 0 23 Nov 2024
GSP-KalmanNet: Tracking Graph Signals via Neural-Aided Kalman Filtering Itay Buchnik G. Sagi Nimrod Leinwand Yuval Loya Nir Shlezinger T. Routtenberg 58 6 0 28 Nov 2023
Deep State-Space Model for Predicting Cryptocurrency Price Shalini Sharma A. Majumdar Émilie Chouzenoux Victor Elvira 64 0 0 21 Nov 2023
Graphs in State-Space Models for Granger Causality in Climate Science Victor Elvira Émilie Chouzenoux Jordi Cerdà Gustau Camps-Valls 14 0 0 20 Jul 2023
Sparse Graphical Linear Dynamical Systems Émilie Chouzenoux Victor Elvira 73 8 0 06 Jul 2023
Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models Benjamin Cox Victor Elvira 64 10 0 20 Jun 2023
An overview of differentiable particle filters for data-adaptive sequential Bayesian inference Xiongjie Chen Yunpeng Li 78 14 0 19 Feb 2023