Andrea Passerini
Università degli Studi di Trento
H-index: 31
Europe-Italy
Top articles of Andrea Passerini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Personalized bundle recommendation using preference elicitation and the Choquet integral | Frontiers in Artificial Intelligence | Erich Robbi Marco Bronzini Paolo Viappiani Andrea Passerini | 2024 |
Learning To Guide Human Decision Makers With Vision-Language Models | arXiv preprint arXiv:2403.16501 | Debodeep Banerjee Stefano Teso Burcu Sayin Grunel Andrea Passerini | 2024/3/25 |
Personalized Algorithmic Recourse with Preference Elicitation | Giovanni De Toni Paolo Viappiani Stefano Teso Bruno Lepri Andrea Passerini | 2023 | |
Enhancing SMT-based Weighted Model Integration by structure awareness | Artificial Intelligence | Giuseppe Spallitta Gabriele Masina Paolo Morettin Andrea Passerini Roberto Sebastiani | 2024/3/1 |
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration | arXiv preprint arXiv:2404.05270 | Seyedehdelaram Esfahani Giovanni De Toni Bruno Lepri Andrea Passerini Katya Tentori | 2024/4/8 |
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts | arXiv preprint arXiv:2402.12240 | Emanuele Marconato Samuele Bortolotti Emile van Krieken Antonio Vergari Andrea Passerini | 2024/2/19 |
Unveiling LLMs: The Evolution of Latent Representations in a Temporal Knowledge Graph | arXiv preprint arXiv:2404.03623 | Marco Bronzini Carlo Nicolini Bruno Lepri Jacopo Staiano Andrea Passerini | 2024/4/4 |
A Unified Framework for Probabilistic Verification of AI Systems via Weighted Model Integration | arXiv preprint arXiv:2402.04892 | Paolo Morettin Andrea Passerini Roberto Sebastiani | 2024/2/7 |
Machine learning for microbiologists | Francesco Asnicar Andrew Maltez Thomas Andrea Passerini Levi Waldron Nicola Segata | 2024/4 | |
Generating fine-grained surrogate temporal networks | Communications Physics | Antonio Longa Giulia Cencetti Sune Lehmann Andrea Passerini Bruno Lepri | 2024/1/9 |
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain | arXiv preprint arXiv:2403.20288 | Burcu Sayin Pasquale Minervini Jacopo Staiano Andrea Passerini | 2024/3/29 |
Generalized Reasoning with Graph Neural Networks by Relational Bayesian Network Encodings | LOG 2023 | Raffaele Pojer Andrea Passerini Manfred Jaeger | 2023/11 |
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities | Antonio Longa Veronica Lachi Gabriele Santin Monica Bianchini Bruno Lepri | 2023/8 | |
Meta-Path Learning for Multi-relational Graph Neural Networks | arXiv preprint arXiv:2309.17113 | Francesco Ferrini Antonio Longa Andrea Passerini Manfred Jaeger | 2023/9/29 |
Global explainability of gnns via logic combination of learned concepts | ICLR 2023 | Steve Azzolin Antonio Longa Pietro Barbiero Pietro Liò Andrea Passerini | 2023 |
Semantic Loss Functions for Neuro-Symbolic Structured Prediction | Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino | 2023 | |
A Neuro-Symbolic Approach for Non-Intrusive Load Monitoring | Gianluca Apriceno Luca Erculiani Andrea Passerini | 2023 | |
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis | Machine Learning | Giovanni De Toni Bruno Lepri Andrea Passerini | 2023/4 |
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models | arXiv preprint arXiv:2310.05628 | Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano | 2023/10/9 |
Neuro symbolic continual learning: Knowledge, reasoning shortcuts and concept rehearsal | arXiv preprint arXiv:2302.01242 | Emanuele Marconato Gianpaolo Bontempo Elisa Ficarra Simone Calderara Andrea Passerini | 2023/2/2 |
Co-Authors
