Stefano Teso
Università degli Studi di Trento
H-index: 19
Europe-Italy
Top articles of Stefano Teso
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
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 |
Not all neuro-symbolic concepts are created equal: Analysis and mitigation of reasoning shortcuts | Advances in Neural Information Processing Systems | Emanuele Marconato Stefano Teso Antonio Vergari Andrea Passerini | 2024/2/13 |
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 |
Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning | Entropy | Emanuele Marconato Andrea Passerini Stefano Teso | 2023/11/22 |
Semantic Loss Functions for Neuro-Symbolic Structured Prediction | Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino | 2023 | |
How Faithful are Self-Explainable GNNs? | arXiv preprint arXiv:2308.15096 | Marc Christiansen Lea Villadsen Zhiqiang Zhong Stefano Teso Davide Mottin | 2023/8/29 |
Personalized Algorithmic Recourse with Preference Elicitation | Giovanni De Toni Paolo Viappiani Stefano Teso Bruno Lepri Andrea Passerini | 2023 | |
Learning to Guide Human Experts via Personalized Large Language Models | arXiv preprint arXiv:2308.06039 | Debodeep Banerjee Stefano Teso Andrea Passerini | 2023/8/11 |
Leveraging explanations in interactive machine learning: An overview | Stefano Teso Öznur Alkan Wolfgang Stammer Elizabeth Daly | 2023 | |
To Transfer or Not to Transfer and Why? Meta-Transfer Learning for Explainable and Controllable Cross-Individual Activity Recognition | Electronics | Qiang Shen Stefano Teso Fausto Giunchiglia Hao Xu | 2023/5/18 |
Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations | arXiv preprint arXiv:2303.12578 | Emanuele Marconato Stefano Teso Andrea Passerini | 2023/3/22 |
Workshop on Interactive Machine Learning | Elizabeth Daly Oznur Alkan Stefano Teso Wolfgang Stammer | 2022/2/28 | |
Catastrophic Forgetting in Continual Concept Bottleneck Models | Emanuele Marconato Gianpaolo Bontempo Stefano Teso Elisa Ficarra Simone Calderara | 2022/5/23 | |
Explanations in Interactive Machine Learning | Stefano Teso Oznur Alkan Elizabeth Daly Wolfgang Stammer | 2022/2/21 | |
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion | proceedings of the AAAI conference on artificial intelligence | Ivan Donadello Anthony Hunter Stefano Teso Mauro Dragoni | 2022/6/28 |
Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs | arXiv preprint arXiv:2202.08566 | Stefano Teso Antonio Vergari | 2022/2/17 |
Concept-level Debugging of Part-Prototype Networks | arXiv preprint arXiv:2205.15769 | Andrea Bontempelli Stefano Teso Fausto Giunchiglia Andrea Passerini | 2022/5/31 |
Learning Max-SAT from Contextual Examples for Combinatorial Optimisation | Artificial Intelligence | Mohit Kumar Samuel Kolb Stefano Teso Luc De Raedt | 2023/1/1 |
Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens | arXiv preprint arXiv:2205.10157 | Stefano Teso Laurens Bliek Andrea Borghesi Michele Lombardi Neil Yorke-Smith | 2022/5/20 |
Co-Authors
