Free-Form Variational Inference for Gaussian Process State-Space Models

20 February 2023

Papers citing "Free-Form Variational Inference for Gaussian Process State-Space Models"

6 / 6 papers shown

Title
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems Zhidi Lin Ying Li Feng Yin Juan Maroñas Alexandre Thiéry 51 0 0 24 Mar 2025
Koopman-Equivariant Gaussian Processes Petar Bevanda Max Beier Armin Lederer A. Capone Stefan Sosnowski Sandra Hirche AI4TS 63 1 0 10 Feb 2025
Recursive Gaussian Process State Space Model Tengjie Zheng Lin Cheng Shengping Gong Xu Huang 67 0 0 22 Nov 2024
FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification Hui Chen Hengyu Liu Zhangkai Wu Xuhui Fan LongBing Cao FedML 33 2 0 24 Apr 2024
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference Zhidi Lin Yiyong Sun Feng Yin Alexandre Thiéry 26 4 0 10 Dec 2023
Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models Zhidi Lin Juan Maroñas Ying Li Feng Yin Sergios Theodoridis 24 3 0 03 Sep 2023