Andrew Pontzen

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 6

Top Topics

Deformable Surface

Robust Estimator

Top Venues

Mach. Learn. Sci. Technol.

Publications

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen
Explaining dark matter halo density profiles with neural networks. CoRR (2023)
Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo, Brian Nord
A robust estimator of mutual information for deep learning interpretability. Mach. Learn. Sci. Technol. 4 (2) (2023)
Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo, Brian Nord
A robust estimator of mutual information for deep learning interpretability. CoRR (2022)
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras
Discovering the building blocks of dark matter halo density profiles with neural networks. CoRR (2022)
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam
Deep learning insights into cosmological structure formation. CoRR (2020)
Andrew Pontzen
Bianchi universes. Scholarpedia 11 (4) (2016)