Ginevra Carbone | DeepAI

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Featured Co-authors

Luca Bortolussi
33 publications
Luca Laurenti
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Guido Sanguinetti
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Matthew Wicker
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Andrea Patane
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Gabriele Sarti
9 publications
Francesca Cairoli
4 publications
Sebastiano Saccani
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Davide Scassola
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Paolo Pulcini
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∙ 08/31/2023

Conditioning Score-Based Generative Models by Neuro-Symbolic Constraints

Score-based and diffusion models have emerged as effective approaches fo...

0 Davide Scassola, et al. ∙

∙ 07/13/2022

On the Robustness of Bayesian Neural Networks to Adversarial Attacks

Vulnerability to adversarial attacks is one of the principal hurdles to ...

0 Luca Bortolussi, et al. ∙

∙ 05/11/2022

Stochastic Variational Smoothed Model Checking

Model-checking for parametric stochastic models can be expressed as chec...

0 Luca Bortolussi, et al. ∙

∙ 06/24/2021

Abstraction of Markov Population Dynamics via Generative Adversarial Nets

Markov Population Models are a widespread formalism used to model the dy...

0 Francesca Cairoli, et al. ∙

∙ 02/22/2021

Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks

We consider the problem of the stability of saliency-based explanations ...

0 Ginevra Carbone, et al. ∙

∙ 02/18/2021

Random Projections for Improved Adversarial Robustness

We propose two training techniques for improving the robustness of Neura...

0 Ginevra Carbone, et al. ∙

∙ 08/25/2020

ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation

Plug-and-play language models (PPLMs) enable topic-conditioned natural l...

0 Ginevra Carbone, et al. ∙

∙ 02/11/2020

Robustness of Bayesian Neural Networks to Gradient-Based Attacks

Vulnerability to adversarial attacks is one of the principal hurdles to ...

7 Ginevra Carbone, et al. ∙

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