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Picture for Emille E. O. Ishida

Emille E. O. Ishida

The LSST Dark Energy Science Collaboration and the COIN collaboration

Fink: early supernovae Ia classification using active learning


Nov 22, 2021
Marco Leoni, Emille E. O. Ishida, Julien Peloton, Anais Möller

* 8 pages, 7 figures - submitted to Astronomy and Astrophysics. Comments are welcome 

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Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients


Oct 26, 2020
Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Moller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluis Galbany

* Accepted to the 2020 IEEE Symposium Series on Computational Intelligence 

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Active Anomaly Detection for time-domain discoveries


Sep 29, 2019
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Alina A. Volnova, Vladimir S. Korolev, Florian Mondon, Sreevarsha Sreejith, Anastasia Malancheva, Shubhomoy Das

* 8 pages, 5 figures, to be submitted - comments are welcome 

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Machine Learning and the future of Supernova Cosmology


Aug 06, 2019
Emille E. O. Ishida

* Author version of invited Comment Article published as part of a Supernova Focus Issue in Nature Astronomy; 13 pages 

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