Ginevra Carbone

2 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Luca Bortolussi (2) Guido Sanguinetti (1) Davide Scassola (1) Sebastiano Saccani (1) Andrea Patane' (1) Luca Laurenti (1) Matthew Wicker (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

zero-shot learning (1) variational inference (1) conditional generation (1) hamiltonian monte carlo (1) adversarial attack (1) diffusion model (1) bayesian neural network (1) score-based model (1) score-based diffusion (1) gradient-based attack (1) neuro-symbolic reasoning (1) logical constraint (1) posterior robustness (1) neuro-symbolic constraint (1)

Papers

Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints AAAI 2025 Robustness of Bayesian Neural Networks to Gradient-Based Attacks NeurIPS 2020