On Extended State-Space Constructions for Monte Carlo Methods A Finke University of Warwick, 2015 | 30 | 2015 |
Limit theorems for sequential MCMC methods A Finke, A Doucet, AM Johansen Advances in Applied Probability 52 (2), 377-403, 2020 | 26 | 2020 |
On importance-weighted autoencoders A Finke, AH Thiery arXiv preprint arXiv:1907.10477, 2019 | 21 | 2019 |
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 | 16 | 2017 |
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 | 14 | 2019 |
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 | 10 | 2014 |
Modelling human endurance: Power laws vs critical power JP Drake, A Finke, RA Ferguson European Journal of Applied Physiology 124 (2), 507-526, 2024 | 9 | 2024 |
Conditional sequential Monte Carlo in high dimensions A Finke, AH Thiery The Annals of Statistics 51 (2), 437-463, 2023 | 9 | 2023 |
On embedded hidden Markov models and particle Markov chain Monte Carlo methods A Finke, A Doucet, AM Johansen arXiv preprint arXiv:1610.08962, 2016 | 8 | 2016 |
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 | 3 | 2023 |
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 | 2 | 2023 |
On the relationship between variational inference and adaptive importance sampling A Finke, AH Thiery arXiv preprint arXiv:1907.10477, 2019 | 2 | 2019 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 |