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Employment (5)

Newcastle University: Newcastle upon Tyne, Tyne and Wear, GB

2025-02-03 to present | Senior Lecturer in Statistics (Mathematics, Statistics and Physics)
Employment
Source: check_circle
Newcastle University via ORCID Member Portal

Loughborough University: Loughborough, Leicestershire, GB

2020-07-30 to present | Lecturer (Mathematics)
Employment
Source: Self-asserted source
Axel Finke

National University of Singapore: Singapore, SG

2017-12-04 to 2020-07-29 | Research Fellow (Statistics and Applied Probability)
Employment
Source: Self-asserted source
Axel Finke

University College London: London, London, GB

2016-10-01 to 2017-11-30 | Research Fellow (Statistical Science)
Employment
Source: Self-asserted source
Axel Finke

University of Cambridge: Cambridge, Cambridgeshire, GB

2015-03-04 to 2016-09-28 | Research Fellow (Engineering)
Employment
Source: Self-asserted source
Axel Finke

Education and qualifications (3)

University of Warwick: Coventry, West Midlands, GB

2011-10-01 to 2015-02-27 | Ph.D. (Statistics)
Education
Source: Self-asserted source
Axel Finke

University of Warwick: Coventry, West Midlands, GB

2010-10-01 to 2011-09-30 | M.Sc. (Statistics)
Education
Source: Self-asserted source
Axel Finke

Westfalische Wilhelms-Universität Münster: Münster, Nordrhein-Westfalen, DE

2007-04-01 to 2010-03-01 | B.Sc. (Economics)
Education
Source: Self-asserted source
Axel Finke

Funding (1)

On Extended State-Space Constructions for Monte Carlo Methods

2011-10 to 2015-03 | Grant
Engineering and Physical Sciences Research Council (Swindon, GB)
GRANT_NUMBER:

EP/J500586/1

Source: Self-asserted source
Axel Finke

Works (22)

A unified framework for performance predictors in endurance sports

Science & Sports
2025-02 | Journal article
Contributors: J.P. Drake; A. Finke; R.A. Ferguson
Source: check_circle
Crossref

Advancing continual lifelong learning in neural information retrieval: Definition, dataset, framework, and empirical evaluation

Information Sciences
2025-01 | Journal article
Contributors: Jingrui Hou; Georgina Cosma; Axel Finke
Source: check_circle
Crossref

Neural Corrective Machine Unranking

2024 | Preprint
Contributors: Jingrui Hou; Axel Finke; Georgina Cosma
Source: Self-asserted source
Axel Finke

Neural Machine Unranking

2024 | Preprint
Contributors: Jingrui Hou; Axel Finke; Georgina Cosma
Source: Self-asserted source
Axel Finke

Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models

2024 | Preprint
Contributors: Adrien Corenflos; Axel Finke
Source: Self-asserted source
Axel Finke

VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-modal Information Retrieval

ACM Transactions on Knowledge Discovery from Data
2024-11-30 | Journal article
Contributors: Yan Gong; Georgina Cosma; Axel Finke
Source: check_circle
Crossref

Identifying early help referrals for local authorities with machine learning and bias analysis

Journal of Computational Social Science
2024-04 | Journal article
Part of ISSN: 2432-2717
Part of ISSN: 2432-2725
Contributors: Eufrásio de A. Lima Neto; Jonathan Bailiss; Axel Finke; Jo Miller; Georgina Cosma
Source: Self-asserted source
Axel Finke

Modelling human endurance: power laws vs critical power

European Journal of Applied Physiology
2024-02 | Journal article
Contributors: Jonah P. Drake; Axel Finke; Richard A. Ferguson
Source: check_circle
Crossref

CONDITIONAL SEQUENTIAL MONTE CARLO IN HIGH DIMENSIONS

Annals of Statistics
2023 | Journal article
Contributors: Finke, Axel; Thiery, Alexandre H.
Source: check_circle
Web of Science Researcher Profile Sync

Neural-based Cross-modal Search and Retrieval of Artwork

2023 | Conference paper
Contributors: Yan Gong; Georgina Cosma; Axel Finke
Source: Self-asserted source
Axel Finke

Morphological Image Analysis and Feature Extraction for Reasoning with AI-Based Defect Detection and Classification Models

2023 IEEE Symposium Series on Computational Intelligence (SSCI)
2023-12-05 | Conference paper
Contributors: Jiajun Zhang; Georgina Cosma; Sarah Bugby; Axel Finke; Jason Watkins
Source: Self-asserted source
Axel Finke

A Bayesian framework for genome-wide inference of DNA methylation levels

2022 | Preprint
Contributors: Marcel Hirt; Axel Finke; Alexandros Beskos; Petros Dellaportas; Stephan Beck; Ismail Moghul; Simone Ecker
Source: Self-asserted source
Axel Finke

Modelling human endurance: Power laws vs critical power

2022-09-03 | Preprint
Contributors: Jonah Drake; Axel Finke; Richard Ferguson
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

LIMIT THEOREMS FOR SEQUENTIAL MCMC METHODS

Advances in Applied Probability
2020 | Journal article
Contributors: Finke, Axel; Doucet, Arnaud; Johansen, Adam M.
Source: check_circle
Web of Science Researcher Profile Sync

On importance-weighted autoencoders

ArXiv
2019 | Journal article
Contributors: Finke, Axel; H. Thiery, Alexandre
Source: check_circle
Web of Science Researcher Profile Sync

Efficient Sequential Monte Carlo Algorithms for Integrated Population Models

Journal of Agricultural, Biological and Environmental Statistics
2019-06-23 | Journal article
Contributors: Axel Finke; Ruth King; Alexandros Beskos; Petros Dellaportas
Source: check_circle
Crossref

Limit theorems for sequential MCMC methods

ArXiv
2018 | Journal article
Contributors: Finke, Axel; Doucet, Arnaud; M. Johansen, Adam
Source: check_circle
Web of Science Researcher Profile Sync

Approximate Smoothing and Parameter Estimation in High-Dimensional State-Space Models

ArXiv
2017 | Journal article
Contributors: Finke, Axel; S. Singh, Sumeetpal
Source: check_circle
Web of Science Researcher Profile Sync

Approximate Smoothing and Parameter Estimation in High-Dimensional State-Space Models

IEEE Transactions on Signal Processing
2017 | Journal article
EID:

2-s2.0-85028975041

Contributors: Finke, A.; Singh, S.S.
Source: Self-asserted source
Axel Finke via Scopus - Elsevier

Efficient sequential Monte Carlo algorithms for integrated population models

ArXiv
2017 | Journal article
Contributors: Finke, Axel; King, Ruth; Beskos, Alexandros; Dellaportas, Petros
Source: check_circle
Web of Science Researcher Profile Sync

On embedded hidden Markov models and particle Markov chain Monte Carlo methods

ArXiv
2016 | Journal article
Contributors: Finke, Axel; Doucet, Arnaud; M. Johansen, Adam
Source: check_circle
Web of Science Researcher Profile Sync

Static-parameter estimation in piecewise deterministic processes using particle Gibbs samplers

Annals of the Institute of Statistical Mathematics
2014 | Journal article
EID:

2-s2.0-84903301892

Contributors: Finke, A.; Johansen, A.M.; Spanò, D.
Source: Self-asserted source
Axel Finke via Scopus - Elsevier

Peer review (88 reviews for 22 publications/grants)

Review activity for Applied statistics. (2)
Review activity for Artificial intelligence. (1)
Review activity for Automatica. (3)
Review activity for Bayesian analysis (6)
Review activity for Bernoulli. (2)
Review activity for Biometrika (1)
Review activity for Computational statistics & data analysis. (5)
Review activity for Ecological informatics. (2)
Review activity for Econometrics and statistics. (4)
Review activity for Electronic journal of statistics. (1)
Review activity for IEEE signal processing letters. (1)
Review activity for IEEE transactions on signal processing : (20)
Review activity for International journal of sports physiology and performance. (2)
Review activity for Journal of artificial intelligence research. (1)
Review activity for Journal of computational and graphical statistics : (10)
Review activity for Journal of the Royal Statistical Society. (1)
Review activity for Mathematics. (1)
Review activity for Methodology and computing in applied probability. (1)
Review activity for Methodology and computing in applied probability. (2)
Review activity for Statistics and Computing (3)
Review activity for Statistics and computing. (17)
Review activity for Stochastic processes and their applications. (2)