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Gabriella Contardo

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The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence

Sep 22, 2021
Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, Leander Thiele, Romeel Dave, Desika Narayanan, Andrina Nicola, Yin Li, Pablo Villanueva-Domingo, Benjamin Wandelt, David N. Spergel, Rachel S. Somerville, Jose Manuel Zorrilla Matilla, Faizan G. Mohammad, Sultan Hassan, Helen Shao, Digvijay Wadekar, Michael Eickenberg, Kaze W. K. Wong, Gabriella Contardo, Yongseok Jo, Emily Moser, Erwin T. Lau, Luis Fernando Machado Poletti Valle, Lucia A. Perez, Daisuke Nagai, Nicholas Battaglia, Mark Vogelsberger

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A Deep Learning Approach for Active Anomaly Detection of Extragalactic Transients

Mar 22, 2021
V. Ashley Villar, Miles Cranmer, Edo Berger, Gabriella Contardo, Shirley Ho, Griffin Hosseinzadeh, Joshua Yao-Yu Lin

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Anomaly Detection for Multivariate Time Series of Exotic Supernovae

Oct 21, 2020
V. Ashley Villar, Miles Cranmer, Gabriella Contardo, Shirley Ho, Joshua Yao-Yu Lin

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Meta-Learning One-Class Classification with DeepSets: Application in the Milky Way

Jul 08, 2020
Ademola Oladosu, Tony Xu, Philip Ekfeldt, Brian A. Kelly, Miles Cranmer, Shirley Ho, Adrian M. Price-Whelan, Gabriella Contardo

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Dalek -- a deep-learning emulator for TARDIS

Jul 03, 2020
Wolfgang E. Kerzendorf, Christian Vogl, Johannes Buchner, Gabriella Contardo, Marc Williamson, Patrick van der Smagt

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From Dark Matter to Galaxies with Convolutional Neural Networks

Oct 17, 2019
Jacky H. T. Yip, Xinyue Zhang, Yanfang Wang, Wei Zhang, Yueqiu Sun, Gabriella Contardo, Francisco Villaescusa-Navarro, Siyu He, Shy Genel, Shirley Ho

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From Dark Matter to Galaxies with Convolutional Networks

Apr 01, 2019
Xinyue Zhang, Yanfang Wang, Wei Zhang, Yueqiu Sun, Siyu He, Gabriella Contardo, Francisco Villaescusa-Navarro, Shirley Ho

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A Meta-Learning Approach to One-Step Active Learning

Jul 17, 2017
Gabriella Contardo, Ludovic Denoyer, Thierry Artieres

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Sequential Cost-Sensitive Feature Acquisition

Jul 13, 2016
Gabriella Contardo, Ludovic Denoyer, Thierry Artières

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