Online Variational Filtering and Parameter Learning

Online Variational Filtering and Parameter Learning

26 October 2021

Andrew Campbell

Papers citing "Online Variational Filtering and Parameter Learning"

14 / 14 papers shown

Title
Learning Optimal Filters Using Variational Inference Enoch Luk Eviatar Bach Ricardo Baptista Andrew Stuart 26 6 0 26 Jun 2024
Tree-based variational inference for Poisson log-normal models Alexandre Chaussard Anna Bonnet Elisabeth Gassiat Sylvain Le Corff 32 0 0 25 Jun 2024
Recursive variational Gaussian approximation with the Whittle likelihood for linear non-Gaussian state space models Bao Anh Vu David Gunawan Andrew Zammit-Mangion 32 1 0 23 Jun 2024
Regime Learning for Differentiable Particle Filters John-Joseph Brady Yuhui Luo Wenwu Wang Victor Elvira Yunpeng Li 30 0 0 08 May 2024
Importance sampling for online variational learning A. Vasudevan P. Gloaguen Sylvain Le Corff Jimmy Olsson 25 0 0 05 Feb 2024
Online Variational Sequential Monte Carlo Alessandro Mastrototaro Jimmy Olsson BDL OffRL 25 3 0 19 Dec 2023
Variational excess risk bound for general state space models Elisabeth Gassiat Sylvain Le Corff DRL 32 1 0 15 Dec 2023
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
Brain in the Dark: Design Principles for Neuro-mimetic Learning and Inference Mehran H. Bazargani S. Urbas Karl J. Friston 22 0 0 14 Jul 2023
Real-Time Variational Method for Learning Neural Trajectory and its Dynamics Matthew Dowling Yuan Zhao Il Memming Park BDL OffRL 21 6 0 18 May 2023
Amortized backward variational inference in nonlinear state-space models Mathis Chagneux Elisabeth Gassiat P. Gloaguen Sylvain Le Corff 23 0 0 01 Jun 2022
Linear Variational State-Space Filtering Daniel Pfrommer Nikolai Matni 30 1 0 04 Jan 2022
Variational Marginal Particle Filters Jinlin Lai Justin Domke Daniel Sheldon 33 9 0 30 Sep 2021
Streaming Variational Monte Carlo Yuan Zhao Josue Nassar I. Jordan M. Bugallo Il Memming Park BDL 31 21 0 04 Jun 2019