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University of Trento: Trento, IT

Assistant Professor (RTDb) (Centre for Mind/Brain Sciences and Department of Information Engineering and Computer Science)
Employment
Source: Self-asserted source
Stefano Teso

Works (50 of 75)

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Page 1 of 2

Learning MAX-SAT from contextual examples for combinatorial optimisation

Artificial Intelligence
2023 | Journal article
EID:

2-s2.0-85140340438

Part of ISSN: 00043702
Contributors: Kumar, M.; Kolb, S.; Teso, S.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Catastrophic Forgetting in Continual Concept Bottleneck Models

2022 | Book chapter
Contributors: Emanuele Marconato; Gianpaolo Bontempo; Stefano Teso; Elisa Ficarra; Simone Calderara; Andrea Passerini
Source: check_circle
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Preferred source (of 2)‎

Concept-level Debugging of Part-Prototype Networks

arXiv
2022 | Other
EID:

2-s2.0-85132196918

Part of ISSN: 23318422
Contributors: Bontempelli, A.; Teso, S.; Giunchiglia, F.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Efficient and reliable probabilistic interactive learning with structured outputs

arXiv
2022 | Other
EID:

2-s2.0-85125690330

Part of ISSN: 23318422
Contributors: Teso, S.; Vergari, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Federated Multi-Task Attention for Cross-Individual Human Activity Recognition

IJCAI International Joint Conference on Artificial Intelligence
2022 | Conference paper
EID:

2-s2.0-85137853090

Part of ISSN: 10450823
Contributors: Shen, Q.; Feng, H.; Song, R.; Teso, S.; Giunchiglia, F.; Xu, H.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

GlanceNets: Interpretabile, Leak-proof Concept-based Models

arXiv
2022 | Other
EID:

2-s2.0-85132178661

Part of ISSN: 23318422
Contributors: Marconato, E.; Passerini, A.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Human-in-the-loop handling of knowledge drift

Data Mining and Knowledge Discovery
2022 | Journal article
EID:

2-s2.0-85139377027

Part of ISSN: 1573756X 13845810
Contributors: Bontempelli, A.; Giunchiglia, F.; Passerini, A.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation

arXiv
2022 | Other
EID:

2-s2.0-85124786254

Part of ISSN: 23318422
Contributors: Kumar, M.; Kolb, S.; Teso, S.; de Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Leveraging Explanations in Interactive Machine Learning: An Overview

arXiv
2022 | Other
EID:

2-s2.0-85141900063

Part of ISSN: 23318422
Contributors: Teso, S.; Stammer, W.; Alkan, Ö.; Daly, E.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Lifelong Personal Context Recognition

arXiv
2022 | Other
EID:

2-s2.0-85130828853

Part of ISSN: 23318422
Contributors: Bontempelli, A.; Britez, M.R.; Li, X.; Zhao, H.; Erculiani, L.; Teso, S.; Passerini, A.; Giunchiglia, F.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

MACHINE LEARNING FOR COMBINATORIAL OPTIMISATION OF PARTIALLY-SPECIFIED PROBLEMS: REGRET MINIMISATION AS A UNIFYING LENS

arXiv
2022 | Other
EID:

2-s2.0-85130821118

Part of ISSN: 23318422
Contributors: Teso, S.; Bliek, L.; Borghesi, A.; Lombardi, M.; Yorke-Smith, N.; Guns, T.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Semantic Probabilistic Layers for Neuro-Symbolic Learning

arXiv
2022 | Other
EID:

2-s2.0-85132302486

Part of ISSN: 23318422
Contributors: Ahmed, K.; Teso, S.; Chang, K.-W.; Van den Broeck, G.; Vergari, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85128522017

Part of ISSN: 10495258
Contributors: Vergari, A.; Choi, Y.; Liu, A.; Teso, S.; Van den Broeck, G.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

A compositional atlas of tractable circuit operations: From simple transformations to complex information-theoretic queries

arXiv
2021 | Other
EID:

2-s2.0-85101953201

Part of ISSN: 23318422
Contributors: Vergari, A.; Choi, Y.; Liu, A.; Teso, S.; van den Broeck, G.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Bandits for learning to explain from explanations

arXiv
2021 | Other
EID:

2-s2.0-85102106295

Part of ISSN: 23318422
Contributors: Behrens, F.; Teso, S.; Mottin, D.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Co-creating Platformer Levels with Constrained Adversarial Networks

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85110549054

Part of ISSN: 16130073
Contributors: Morettin, P.; Passerini, A.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Human-in-the-loop handling of knowledge drift

arXiv
2021 | Other
EID:

2-s2.0-85104464278

Part of ISSN: 23318422
Contributors: Bontempelli, A.; Giunchiglia, F.; Passerini, A.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Interactive label cleaning with example-based explanations

arXiv
2021 | Other
EID:

2-s2.0-85122394303

Part of ISSN: 23318422
Contributors: Teso, S.; Bontempelli, A.; Giunchiglia, F.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Interactive Label Cleaning with Example-based Explanations

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85121654869

Part of ISSN: 16130073
Contributors: Teso, S.; Bontempelli, A.; Giunchiglia, F.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Interactive Label Cleaning with Example-based Explanations

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85130816153

Part of ISSN: 10495258
Contributors: Teso, S.; Bontempelli, A.; Giunchiglia, F.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning mixed-integer linear programs from contextual examples

arXiv
2021 | Other
EID:

2-s2.0-85110799830

Part of ISSN: 23318422
Contributors: Kumar, M.; Kolb, S.; de Raedt, L.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning Modulo Theories for constructive preference elicitation

Artificial Intelligence
2021 | Journal article
EID:

2-s2.0-85100396780

Part of ISSN: 00043702
Contributors: Campigotto, P.; Teso, S.; Battiti, R.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Machine learning for utility prediction in argument-based computational persuasion

arXiv
2021 | Other
EID:

2-s2.0-85121600639

Part of ISSN: 23318422
Contributors: Donadello, I.; Hunter, A.; Teso, S.; Dragoni, M.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Neuro-symbolic constraint programming for structured prediction

arXiv
2021 | Other
EID:

2-s2.0-85106074241

Part of ISSN: 23318422
Contributors: Dragone, P.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Neuro-symbolic constraint programming for structured prediction

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85118241495

Part of ISSN: 16130073
Contributors: Dragone, P.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Putting human behavior predictability in context

EPJ Data Science
2021 | Journal article
EID:

2-s2.0-85112471684

Part of ISSN: 21931127
Contributors: Zhang, W.; Shen, Q.; Teso, S.; Lepri, B.; Passerini, A.; Bison, I.; Giunchiglia, F.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Toward a Unified Framework for Debugging Concept-based Models

arXiv
2021 | Other
EID:

2-s2.0-85126359386

Part of ISSN: 23318422
Contributors: Bontempelli, A.; Giunchiglia, F.; Passerini, A.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

VisualSynth: Democratizing Data Science in Spreadsheets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
EID:

2-s2.0-85103286797

Part of ISSN: 16113349 03029743
Contributors: Gautrais, C.; Dauxais, Y.; Kolb, S.; Jain, A.; Kumar, M.; Teso, S.; Van Wolputte, E.; Verbruggen, G.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Challenges in Interactive Machine Learning: Toward Combining Learning, Teaching, and Understanding

KI - Kunstliche Intelligenz
2020 | Journal article
EID:

2-s2.0-85088026718

Part of ISSN: 16101987 09331875
Contributors: Teso, S.; Hinz, O.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Efficient generation of structured objects with constrained adversarial networks

arXiv
2020 | Other
EID:

2-s2.0-85095539686

Part of ISSN: 23318422
Contributors: Liello, L.D.; Ardino, P.; Gobbi, J.; Morettin, P.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Efficient generation of structured objects with constrained adversarial networks

Advances in Neural Information Processing Systems
2020 | Conference paper
EID:

2-s2.0-85103748093

Part of ISSN: 10495258
Contributors: Di Liello, L.; Ardino, P.; Gobbi, J.; Morettin, P.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Human–machine collaboration for democratizing data science

arXiv
2020 | Other
EID:

2-s2.0-85095635147

Part of ISSN: 23318422
Contributors: Gautrais, C.; Dauxais, Y.; Teso, S.; Kolb, S.; Verbruggen, G.; de Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning in the wild with incremental skeptical Gaussian processes

IJCAI International Joint Conference on Artificial Intelligence
2020 | Conference paper
EID:

2-s2.0-85097340863

Part of ISSN: 10450823
Contributors: Bontempelli, A.; Teso, S.; Giunchiglia, F.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning MAX-SAT from contextual examples for combinatorial optimisation

AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
2020 | Conference paper
EID:

2-s2.0-85103750981

Contributors: Kumar, M.; Kolb, S.; Teso, S.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Learning weighted model integration distributions

AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
2020 | Conference paper
EID:

2-s2.0-85105295743

Contributors: Morettin, P.; Kolb, S.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Machine guides, human supervises: Interactive learning with global explanations

arXiv
2020 | Other
EID:

2-s2.0-85098376791

Part of ISSN: 23318422
Contributors: Popordanoska, T.; Kumar, M.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Making deep neural networks right for the right scientific reasons by interacting with their explanations

Nature Machine Intelligence
2020 | Journal article
EID:

2-s2.0-85089382514

Part of ISSN: 25225839
Contributors: Schramowski, P.; Stammer, W.; Teso, S.; Brugger, A.; Herbert, F.; Shao, X.; Luigs, H.-G.; Mahlein, A.-K.; Kersting, K.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Multi-modal subjective context modelling and recognition

arXiv
2020 | Other
EID:

2-s2.0-85098249386

Part of ISSN: 23318422
Contributors: Shen, Q.; Teso, S.; Zhang, W.; Xu, H.; Giunchiglia, F.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Multi-modal subjective context modelling and recognition

CEUR Workshop Proceedings
2020 | Conference paper
EID:

2-s2.0-85099370902

Part of ISSN: 16130073
Contributors: Shen, Q.; Teso, S.; Zhang, W.; Xu, H.; Giunchiglia, F.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Predictive spreadsheet autocompletion with constraints

Machine Learning
2020 | Journal article
EID:

2-s2.0-85074591152

Part of ISSN: 15730565 08856125
Contributors: Kolb, S.; Teso, S.; Dries, A.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Right for the wrong scientific reasons: Revising deep networks by interacting with their explanations

arXiv
2020 | Other
EID:

2-s2.0-85094034527

Part of ISSN: 23318422
Contributors: Schramowski, P.; Stammer, W.; Teso, S.; Brugger, A.; Herbert, F.; Shao, X.; Luigs, H.-G.; Mahlein, A.-K.; Kersting, K.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

SynthLog: A language for synthesising inductive data models (Extended Abstract)

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85083746372

Part of ISSN: 18650937 18650929
Contributors: Dauxais, Y.; Gautrais, C.; Dries, A.; Jain, A.; Kolb, S.; Kumar, M.; Teso, S.; Van Wolputte, E.; Verbruggen, G.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning

arXiv
2020 | Other
EID:

2-s2.0-85095339785

Part of ISSN: 23318422
Contributors: Popordanoska, T.; Kumar, M.; Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Acquiring integer programs from data

IJCAI International Joint Conference on Artificial Intelligence
2019 | Conference paper
EID:

2-s2.0-85074937868

Part of ISSN: 10450823
Contributors: Kumar, M.; Teso, S.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Automating layout synthesis with constructive preference elicitation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85061134212

Part of ISSN: 16113349 03029743
Contributors: Erculiani, L.; Dragone, P.; Teso, S.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Automating personnel rostering by learning constraints using tensors

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
2019 | Conference paper
EID:

2-s2.0-85081082413

Part of ISSN: 10823409
Contributors: Kumar, M.; Teso, S.; De Causmaecker, P.; De Raedt, L.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Combining learning and constraints for genome-wide protein annotation

BMC Bioinformatics
2019 | Journal article
EID:

2-s2.0-85067382080

Part of ISSN: 14712105
Contributors: Teso, S.; Masera, L.; Diligenti, M.; Passerini, A.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Constraint Learning: An Appetizer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85083637047

Part of ISSN: 16113349 03029743
Contributors: Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Does Symbolic Knowledge Prevent Adversarial Fooling?

arXiv
2019 | Other
EID:

2-s2.0-85093153811

Part of ISSN: 23318422
Contributors: Teso, S.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier

Explanatory interactive machine learning

AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society
2019 | Conference paper
EID:

2-s2.0-85070583742

Contributors: Teso, S.; Kersting, K.
Source: Self-asserted source
Stefano Teso via Scopus - Elsevier
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