Gaia Grosso

According to our database, Gaia Grosso authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning to Validate Generative Models: a Goodness-of-Fit Approach.

Pietro Cappelli, Gaia Grosso, Marco Letizia, Humberto Reyes-González, Marco Zanetti

CoRR, November, 2025

Sparse, self-organizing ensembles of local kernels detect rare statistical anomalies.

Gaia Grosso, Sai Sumedh R. Hindupur, Thomas Fel, Samuel Bright-Thonney, Philip C. Harris, Demba E. Ba

CoRR, November, 2025

AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing.

Samuel Bright-Thonney, Christina Reissel, Gaia Grosso, Nathaniel Woodward, Katya Govorkova, Andrzej Novak, Sang Eon Park, Eric A. Moreno, Philip C. Harris

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Multiple testing for signal-agnostic searches of new physics with machine learning.

Gaia Grosso, Marco Letizia

CoRR, 2024

2023

Fast kernel methods for data quality monitoring as a goodness-of-fit test.

Gaia Grosso, Nicolò Lai, Marco Letizia, Jacopo Pazzini, Marco Rando, Lorenzo Rosasco, Andrea Wulzer, Marco Zanetti

Mach. Learn. Sci. Technol., September, 2023

2022

Learning new physics efficiently with nonparametric methods.

Marco Letizia, Gianvito Losapio, Marco Rando, Gaia Grosso, Andrea Wulzer, Maurizio Pierini, Marco Zanetti, Lorenzo Rosasco

CoRR, 2022