Andrew Pontzen

According to our database, Andrew Pontzen authored at least 5 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A robust estimator of mutual information for deep learning interpretability.

Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo, Brian Nord

Mach. Learn. Sci. Technol., June, 2023

Explaining dark matter halo density profiles with neural networks.

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen

CoRR, 2023

2022

Discovering the building blocks of dark matter halo density profiles with neural networks.

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras

CoRR, 2022

2020

Deep learning insights into cosmological structure formation.

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam

CoRR, 2020

2016

Bianchi universes.

Andrew Pontzen

Scholarpedia, 2016