Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models

10 October 2021

Papers citing "Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models"

5 / 5 papers shown

Title
LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control Solomon Goldgraber Casspi O. Husser Guy Revach Nir Shlezinger 21 2 0 23 Oct 2022
Outlier-Insensitive Kalman Filtering Using NUV Priors Shunit Truzman Guy Revach Nir Shlezinger Itzik Klein 26 3 0 12 Oct 2022
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization Nir Shlezinger Yonina C. Eldar Stephen P. Boyd 30 130 0 05 May 2022
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics Guy Revach Nir Shlezinger Xiaoyong Ni Adrià López Escoriza Ruud J. G. van Sloun Yonina C. Eldar 31 264 0 21 Jul 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 28 317 0 15 Dec 2020