Gabriella Contardo

Postdoc, University of Nova Gorica

Joined

October 2019

Names

Gabriella Contardo (Preferred)

Emails

****@lip6.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

University of Nova Gorica (ung.si)

2024 – 2026

Postdoc

International Higher School for Advanced Studies Trieste (sissa.it)

2022 – 2024

Postdoc

Center for Computational Astrophysics - Flatiron Institute (flatironinstitute.org)

2018 – 2022

PhD student

LIP6 (lip6.fr)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

representation learning

Present

anomaly detection

Present

applications in astrophysics

Present

Publications

Rotary Masked Autoencoders are Versatile Learners
Uros Zivanovic, Serafina Di Gioia, Andre Scaffidi, Martín Emilio de los Rios, Gabriella Contardo, Roberto Trotta
- NeurIPS 2025 poster
- Readers: Everyone
Detecting Localized Density Anomalies in Multivariate Data via Coin-Flip Statistics
Sebastian Springer, Andre Scaffidi, Maximilian Autenrieth, Gabriella Contardo, Alessandro Laio, Roberto Trotta, Heikki Haario
- CoRR 2025
- Readers: Everyone
Cosmology with Persistent Homology: Parameter Inference via Machine Learning
Juan X. E. A. Calles, Jacky H. T. Yip, Gabriella Contardo, Jorge Noreña, Adam Rouhiainen, Gary Shiu
- CoRR 2024
- Readers: Everyone
Emulating Radiation Transport on Cosmological Scales using a Denoising U-Net
Mosima Masipa, Sultan Hassan, Mario Santos, Kyunghyun Cho, Gabriella Contardo
- Published: 03 Mar 2023, Last Modified: 13 Mar 2023
- Physics4ML Poster
- Readers: Everyone
The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence
Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, Leander Thiele, Romeel Dave, Desika Narayanan, Andrina Nicola, Yin Li, Pablo Villanueva-Domingo, Benjamin D. Wandelt, David N. Spergel, Rachel S. Somerville, José Manuel Zorrilla Matilla, Faizan G. Mohammad, Sultan Hassan, Helen Shao, Digvijay Wadekar, Michael Eickenberg, Kaze W. K. Wong, Gabriella Contardo et al. (8 additional authors not shown)
- CoRR 2021
- Readers: Everyone
A Deep Learning Approach for Active Anomaly Detection of Extragalactic Transients
V. Ashley Villar, Miles D. Cranmer, Edo Berger, Gabriella Contardo, Shirley Ho, Griffin Hosseinzadeh, Joshua Yao-Yu Lin
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Dalek - a deep-learning emulator for TARDIS
Wolfgang E. Kerzendorf, Christian Vogl, Johannes Buchner, Gabriella Contardo, Marc Williamson, Patrick van der Smagt
- CoRR 2020
- Readers: Everyone
Anomaly Detection for Multivariate Time Series of Exotic Supernovae
V. Ashley Villar, Miles D. Cranmer, Gabriella Contardo, Shirley Ho, Joshua Yao-Yu Lin
- 2020 (modified: 24 Apr 2023)
- CoRR 2020
- Readers: Everyone
Meta-Learning One-Class Classification with DeepSets: Application in the Milky Way
Ademola Oladosu, Tony Xu, Philip Ekfeldt, Brian A. Kelly, Miles D. Cranmer, Shirley Ho, Adrian M. Price-Whelan, Gabriella Contardo
- Published: 01 Jan 2020, Last Modified: 11 May 2023
- CoRR 2020
- Readers: Everyone
From Dark Matter to Galaxies with Convolutional Networks
Xinyue Zhang, Yanfang Wang, Wei Zhang, Yueqiu Sun, Siyu He, Gabriella Contardo, Francisco Villaescusa-Navarro, Shirley Ho
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- CoRR 2019
- Readers: Everyone

View all 21 publications

Co-Authors

View all 70 co-authors