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Hiranya V. Peiris
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2020 – today
- 2023
- [j2]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): 25006 (2023) - [i9]Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen:
Explaining dark matter halo density profiles with neural networks. CoRR abs/2305.03077 (2023) - 2022
- [i8]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 abs/2203.08827 (2022) - [i7]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 abs/2211.00024 (2022) - 2020
- [i6]Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam:
Deep learning insights into cosmological structure formation. CoRR abs/2011.10577 (2020)
2010 – 2019
- 2015
- [j1]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): 2425-2429 (2015) - [i5]Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux:
A novel sampling theorem on the rotation group. CoRR abs/1508.03101 (2015) - [i4]Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux:
Directional spin wavelets on the sphere. CoRR abs/1509.06749 (2015) - [i3]Boris Leistedt, Jason D. McEwen, Thomas D. Kitching, Hiranya V. Peiris:
3D weak lensing with spin wavelets on the ball. CoRR abs/1509.06750 (2015) - 2014
- [i2]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 abs/1412.1340 (2014) - 2013
- [i1]Boris Leistedt, Hiranya V. Peiris, Jason D. McEwen:
Flaglets for studying the large-scale structure of the Universe. CoRR abs/1308.5480 (2013)
Coauthor Index
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