Hiranya V. Peiris

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 5

Top Topics

Sampling Theorem

Top Venues

IEEE Signal Process. Lett.

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)
Boris Leistedt, Jason D. McEwen, Thomas D. Kitching, Hiranya V. Peiris
3D weak lensing with spin wavelets on the ball. CoRR (2015)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
A novel sampling theorem on the rotation group. CoRR (2015)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
A Novel Sampling Theorem on the Rotation Group. IEEE Signal Process. Lett. 22 (12) (2015)
Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux
Directional spin wavelets on the sphere. CoRR (2015)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux
On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. CoRR (2014)
Boris Leistedt, Hiranya V. Peiris, Jason D. McEwen
Flaglets for studying the large-scale structure of the Universe. CoRR (2013)