Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models

20 June 2023

Papers citing "Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models"

6 / 6 papers shown

Title
GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models Benjamin Cox Émilie Chouzenoux Victor Elvira 74 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 30 5 0 28 Nov 2023
Deep State-Space Model for Predicting Cryptocurrency Price Shalini Sharma A. Majumdar Émilie Chouzenoux Victor Elvira 13 0 0 21 Nov 2023
Sparse Graphical Linear Dynamical Systems Émilie Chouzenoux Victor Elvira 17 7 0 06 Jul 2023
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization Kevin Bello Bryon Aragam Pradeep Ravikumar 48 78 0 16 Sep 2022
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks Dennis L. Wei Tian Gao Yue Yu CML 48 71 0 18 Oct 2020