Gabriella Contardo
Gabriella Contardo
Center for Computational Astrophysics, Flatiron Institute
Verified email at flatironinstitute.org
Title
Cited by
Cited by
Year
The quijote simulations
F Villaescusa-Navarro, CH Hahn, E Massara, A Banerjee, AM Delgado, ...
The Astrophysical Journal Supplement Series 250 (1), 2, 2020
462020
Recurrent neural networks for adaptive feature acquisition
G Contardo, L Denoyer, T Artières
International Conference on Neural Information Processing, 591-599, 2016
232016
A meta-learning approach to one-step active learning
G Contardo, L Denoyer, T Artières
AutoML Workshop @ ECML-PKDD, 2017
192017
Gravitational-wave population inference with deep flow-based generative network
KWK Wong, G Contardo, S Ho
Physical Review D 101 (12), 123005, 2020
132020
Sequential cost-sensitive feature acquisition
G Contardo, L Denoyer, T Artières
International Symposium on Intelligent Data Analysis, 284-294, 2016
132016
From Dark Matter to Galaxies with Convolutional Neural Networks
JHT Yip, X Zhang, Y Wang, W Zhang, Y Sun, G Contardo, ...
Machine Learning and the Physical Sciences @ NeurIPS, 2019
10*2019
Representation learning for cold-start recommendation
G Contardo, L Denoyer, T Artieres
ICLR Workshop 2015, 2014
102014
Learning states representations in pomdp
G Contardo, L Denoyer, T Artieres, P Gallinari
ICLR workshop 2014, 2013
92013
Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series.
A Ziat, G Contardo, N Baskiotis, L Denoyer
ESANN, 2016
52016
The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations
F Villaescusa-Navarro, D Anglés-Alcázar, S Genel, DN Spergel, ...
arXiv preprint arXiv:2010.00619, 2020
42020
Machine learning under budget constraints
G Contardo
Université Pierre et Marie Curie-Paris VI, 2017
22017
The Influence of Age on the Relative Frequency of Super-Earths and Sub-Neptunes
A Sandoval, G Contardo, TJ David
The Astrophysical Journal 911 (2), 117, 2021
12021
Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant Network: Application in the Milky Way
A Oladosu, T Xu, P Ekfeldt, BA Kelly, M Cranmer, S Ho, AM Price-Whelan, ...
arXiv preprint arXiv:2007.04459, 2020
12020
Car-traffic forecasting: A representation learning approach
A Ziat, G Contardo, N Baskiotis, L Denoyer
MUD@ ICML, 2015
12015
Evolution of the Exoplanet Size Distribution: Forming Large Super-Earths Over Billions of Years
TJ David, G Contardo, A Sandoval, R Angus, YL Lu, M Bedell, JL Curtis, ...
The Astronomical Journal 161 (6), 265, 2021
2021
Dalek: A Deep Learning Emulator for TARDIS
WE Kerzendorf, C Vogl, J Buchner, G Contardo, M Williamson, ...
The Astrophysical Journal Letters 910 (2), L23, 2021
2021
A Deep Learning Approach for Active Anomaly Detection of Extragalactic Transients
VA Villar, M Cranmer, E Berger, G Contardo, S Ho, G Hosseinzadeh, ...
arXiv preprint arXiv:2103.12102, 2021
2021
The Super-Earth to Sub-Neptune Fraction as a Function of Stellar Age
A Sandoval, T David, G Contardo
American Astronomical Society Meeting Abstracts 53 (1), 531.05, 2021
2021
Small Planet Sizes Evolve Over Billions of Years
TJ David, G Contardo, A Sandoval, R Angus, M Bedell, JL Curtis, ...
arXiv preprint arXiv:2011.09894, 2020
2020
Anomaly Detection for Multivariate Time Series of Exotic Supernovae
VA Villar, M Cranmer, G Contardo, S Ho, JYY Lin
arXiv preprint arXiv:2010.11194, 2020
2020
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