Alison Pouplin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Information Geometry

Bregman Divergences

Top Venues

Trans. Mach. Learn. Res.

IET Comput. Vis.

Publications

Alison Pouplin, Hrittik Roy, Sidak Pal Singh, Georgios Arvanitidis
On the curvature of the loss landscape. CoRR (2023)
Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg
Identifying latent distances with Finslerian geometry. Trans. Mach. Learn. Res. 2023 (2023)
Georgios Arvanitidis, Miguel González Duque, Alison Pouplin, Dimitrios Kalatzis, Søren Hauberg
Pulling back information geometry. AISTATS (2022)
Paul Scherer, Thomas Gaudelet, Alison Pouplin, Suraj M. S, Jyothish Soman, Lindsay Edwards, Jake P. Taylor-King
PyRelationAL: A Library for Active Learning Research and Development. CoRR (2022)
Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg
Identifying latent distances with Finslerian geometry. CoRR (2022)
Georgios Arvanitidis, Miguel González Duque, Alison Pouplin, Dimitris Kalatzis, Søren Hauberg
Pulling back information geometry. CoRR (2021)
Antonia Creswell, Alison Pouplin, Anil A. Bharath
Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data. CoRR (2018)
Antonia Creswell, Alison Pouplin, Anil A. Bharath
Denoising adversarial autoencoders: classifying skin lesions using limited labelled training data. IET Comput. Vis. 12 (8) (2018)