Giovanni Catania

13 papers A* 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Symmetric Perceptron: a Teacher-Student Scenario.
CoRR
Giovanni Catania, Aurélien Decelle, Suhanee Korpe
2025 A* conf
A Theoretical Framework For Overfitting In Energy-based Modeling.
ICML
Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025 J jnl
A theoretical framework for overfitting in energy-based modeling.
CoRR
Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025 J jnl
On the role of non-linear latent features in bipartite generative neural networks.
CoRR
Tony Bonnaire, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023 J jnl
Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction.
CoRR
Anna Paola Muntoni, Fabio Mazza, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta
2023 A* conf
Explaining the effects of non-convergent MCMC in the training of Energy-Based Models.
ICML
Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023 J jnl
Explaining the effects of non-convergent sampling in the training of Energy-Based Models.
CoRR
Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023 J jnl
The Copycat Perceptron: Smashing Barriers Through Collective Learning.
CoRR
Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2022 J jnl
Inference in conditioned dynamics through causality restoration.
CoRR
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Anna Paola Muntoni
2022 J jnl
Thermodynamics of bidirectional associative memories.
CoRR
Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2021 — —
Approximate inference on graphical models: message-passing, loop-corrected methods and applications.
Giovanni Catania
2020 J jnl
Epidemic mitigation by statistical inference from contact tracing data.
CoRR
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
2018 J jnl
Loop corrections in spin models through density consistency.
CoRR
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta