Fighting Sample Degeneracy and Impoverishment in Particle Filters: A Review of Intelligent Approaches

12 August 2013

Papers citing "Fighting Sample Degeneracy and Impoverishment in Particle Filters: A Review of Intelligent Approaches"

9 / 9 papers shown

Title
Improving the evaluation of samplers on multi-modal targets Louis Grenioux Maxence Noble Marylou Gabrié 107 0 0 11 Apr 2025
Massively Parallel Reweighted Wake-Sleep Thomas Heap Gavin Leech Laurence Aitchison BDL 11 2 0 18 May 2023
Multiparticle Kalman filter for object localization in symmetric environments Roman Korkin Ivan V. Oseledets Aleksandr Katrutsa 11 6 0 14 Mar 2023
When Artificial Parameter Evolution Gets Real: Particle Filtering for Time-Varying Parameter Estimation in Deterministic Dynamical Systems Andrea Arnold 13 6 0 31 Mar 2022
A numerically stable algorithm for integrating Bayesian models using Markov melding A. A. Manderson Robert J. B. Goudie 15 3 0 22 Jan 2020
Simulating Crowds in Real Time with Agent-Based Modelling and a Particle Filter N. Malleson K. Minors L. Kieu Jonathan A. Ward Andrew A. West A. Heppenstall AI4CE 21 31 0 20 Sep 2019
Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches Simon Olofsson M. Deisenroth Ruth Misener 18 10 0 12 Feb 2018
Improving Population Monte Carlo: Alternative Weighting and Resampling Schemes Victor Elvira Luca Martino D. Luengo M. Bugallo 23 84 0 10 Jul 2016
Sharp failure rates for the bootstrap particle filter in high dimensions Peter J. Bickel Bo Li T. Bengtsson 69 198 0 21 May 2008