Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes

17 June 2020

Papers citing "Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes"

8 / 8 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
Hybrid Modeling Design Patterns Maja Rudolph Stefan Kurz Barbara Rakitsch AI4CE 31 8 0 29 Dec 2023
PAC-Bayesian Soft Actor-Critic Learning Bahareh Tasdighi Abdullah Akgul Manuel Haussmann Kenny Kazimirzak Brink M. Kandemir 34 3 0 30 Jan 2023
NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications Tobias Thummerer Johannes Stoljar Lars Mikelsons AI4CE 37 9 0 08 Sep 2022
Continual Learning of Multi-modal Dynamics with External Memory Abdullah Akgul Gözde B. Ünal M. Kandemir CLL 19 0 0 02 Mar 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 57 196 0 21 Oct 2021
NeuralFMU: Towards Structural Integration of FMUs into Neural Networks Tobias Thummerer Josef Kircher Lars Mikelsons AI4CE 13 8 0 09 Sep 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007