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Axel Finke
Axel Finke
Department of Mathematics, Loughborough University, UK
Verified email at lboro.ac.uk - Homepage
Title
Cited by
Cited by
Year
On Extended State-Space Constructions for Monte Carlo Methods
A Finke
University of Warwick, 2015
302015
Limit theorems for sequential MCMC methods
A Finke, A Doucet, AM Johansen
Advances in Applied Probability 52 (2), 377-403, 2020
262020
On importance-weighted autoencoders
A Finke, AH Thiery
arXiv preprint arXiv:1907.10477, 2019
212019
Approximate smoothing and parameter estimation in high-dimensional state-space models
A Finke, SS Singh
IEEE Transactions on Signal Processing 65 (22), 5982-5994, 2017
162017
Efficient sequential Monte Carlo algorithms for integrated population models
A Finke, R King, A Beskos, P Dellaportas
Journal of Agricultural, Biological and Environmental Statistics 24, 204-224, 2019
142019
Static-parameter estimation in piecewise deterministic processes using particle Gibbs samplers
A Finke, AM Johansen, D Spanò
Annals of the Institute of Statistical Mathematics 66 (3), 577-609, 2014
102014
Modelling human endurance: Power laws vs critical power
JP Drake, A Finke, RA Ferguson
European Journal of Applied Physiology 124 (2), 507-526, 2024
92024
Conditional sequential Monte Carlo in high dimensions
A Finke, AH Thiery
The Annals of Statistics 51 (2), 437-463, 2023
92023
On embedded hidden Markov models and particle Markov chain Monte Carlo methods
A Finke, A Doucet, AM Johansen
arXiv preprint arXiv:1610.08962, 2016
82016
Morphological Image Analysis and Feature Extraction for Reasoning with AI-based Defect Detection and Classification Models
J Zhang, G Cosma, S Bugby, A Finke, J Watkins
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1104-1111, 2023
32023
VITR: augmenting vision transformers with relation-focused learning for cross-modal information retrieval
Y Gong, G Cosma, A Finke
ACM Transactions on Knowledge Discovery from Data, 2023
22023
On the relationship between variational inference and adaptive importance sampling
A Finke, AH Thiery
arXiv preprint arXiv:1907.10477, 2019
22019
Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models
A Corenflos, A Finke
arXiv preprint arXiv:2401.14868, 2024
12024
Neural-Based Cross-Modal Search and Retrieval of Artwork
Y Gong, G Cosma, A Finke
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 264-269, 2023
12023
A bayesian framework for genome-wide inference of DNA methylation levels
M Hirt, A Finke, A Beskos, P Dellaportas, S Beck, I Moghul, S Ecker
arXiv preprint arXiv:2211.07311, 2022
12022
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation
J Hou, G Cosma, A Finke
Information Sciences 687, 121368, 2025
2025
Neural Machine Unranking
J Hou, A Finke, G Cosma
arXiv preprint arXiv:2408.05330, 2024
2024
All models are wrong, but some are more wrong than others
J Drake, A Finke, R Ferguson
European Journal of Applied Physiology 124 (2), 671-673, 2024
2024
Identifying early help referrals for local authorities with machine learning and bias analysis
EAL Neto, J Bailiss, A Finke, J Miller, G Cosma
Journal of Computational Social Science, 1-19, 2024
2024
EFRT: A realistic model of human exercise, fatigue and recovery
A Finke, J Drake, R Ferguson
Journal of Science and Cycling 12 (2), 103-103, 2023
2023
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