Hiranya V. Peiris

According to our database, Hiranya V. Peiris authored at least 9 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• 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

2015

A Novel Sampling Theorem on the Rotation Group.

Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux

IEEE Signal Process. Lett., 2015

Directional spin wavelets on the sphere.

Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux

CoRR, 2015

3D weak lensing with spin wavelets on the ball.

Boris Leistedt, Jason D. McEwen, Thomas D. Kitching, Hiranya V. Peiris

CoRR, 2015

2014

On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation.

Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux

CoRR, 2014

2013

Flaglets for studying the large-scale structure of the Universe.

Boris Leistedt, Hiranya V. Peiris, Jason D. McEwen

CoRR, 2013