Axel Finke

Associate Professor, Newcastle University, UK
Joined
September 2019

Names

Axel Finke (Preferred)

Emails

****@gmail.com (Confirmed)
, 
****@lboro.ac.uk (Confirmed)

Personal Links

Career & Education History

Associate Professor
Newcastle University, UK (newcastle.ac.uk)
2025 – Present
Assistant Professor
University of Loughborough (lboro.ac.uk)
2020 – 2025
Postdoc
National University of Singapore (nus.edu.sg)
2017 – 2019
Postdoc
University College London (ucl.ac.uk)
2016 – 2017
Postdoc
University of Cambridge (cam.ac.uk)
2015 – 2016
PhD student
The university of Warwick (warwick.ac.uk)
2011 – 2015

Advisors, Relations & Conflicts

Coauthor
Adrien Corenflos
2023 – 2024
Coauthor
Marcel Hirt
2019 – 2024
Coauthor
Petros Dellaportas
2016 – 2024
Postdoc Advisor
Alexandre H Thiery
2017 – 2019
Postdoc Advisor
Alexandros Beskos
2016 – 2017
Postdoc Advisor
Sumeetpal S Singh
2015 – 2016
PhD Advisor
Adam M Johansen
2011 – 2015

Expertise

machine unlearning
2023 – Present
variational inference
, 
importance-weighted auto-encoders
2018 – Present
Markoc chain Monte Carlo
, 
MCMC
, 
pseudo-marginal methods
, 
optimal scaling
2011 – Present
Sequential Monte Carlo
, 
SMC
, 
variational sequential Monte Carlo
, 
high dimensions
, 
state-space models
, 
hidden Markov models
2011 – Present
importance sampling
2011 – Present

Publications

Co-Authors