Giovanni Catania

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Causal Inference

Collective Learning

Top Venues

Publications

Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
Explaining the effects of non-convergent MCMC in the training of Energy-Based Models. ICML (2023)
Anna Paola Muntoni, Fabio Mazza, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta
Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction. CoRR (2023)
Giovanni Catania, Aurélien Decelle, Beatriz Seoane
The Copycat Perceptron: Smashing Barriers Through Collective Learning. CoRR (2023)
Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
Explaining the effects of non-convergent sampling in the training of Energy-Based Models. CoRR (2023)
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Anna Paola Muntoni
Inference in conditioned dynamics through causality restoration. CoRR (2022)
Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
Thermodynamics of bidirectional associative memories. CoRR (2022)
Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Marc Mézard, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborová
Epidemic mitigation by statistical inference from contact tracing data. CoRR (2020)
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta
Loop corrections in spin models through density consistency. CoRR (2018)