Sampling-Free Probabilistic Deep State-Space Models

Sampling-Free Probabilistic Deep State-Space Models

15 September 2023

Barbara Rakitsch

Jan Peters

Papers citing "Sampling-Free Probabilistic Deep State-Space Models"

5 / 5 papers shown

Title
Motion Forecasting via Model-Based Risk Minimization Aron Distelzweig Eitan Kosman Andreas Look Faris Janjoš Denesh K. Manivannan Abhinav Valada 34 3 0 16 Sep 2024
Exact nonlinear state estimation H. Chipilski 27 1 0 17 Oct 2023
Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems Andreas Look M. Kandemir Barbara Rakitsch Jan Peters BDL 30 6 0 02 May 2023
Latent Neural ODEs with Sparse Bayesian Multiple Shooting V. Iakovlev Çağatay Yıldız Markus Heinonen Harri Lähdesmäki BDL 30 11 0 07 Oct 2022
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015