Stefano Teso
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Explanatory interactive machine learning
S Teso, K Kersting
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 239-245, 2019
Making deep neural networks right for the right scientific reasons by interacting with their explanations
P Schramowski, W Stammer, S Teso, A Brugger, F Herbert, X Shao, ...
Nature Machine Intelligence 2 (8), 476-486, 2020
Learning constraints from examples
L De Raedt, A Passerini, S Teso
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Structured learning modulo theories
S Teso, R Sebastiani, A Passerini
Artificial Intelligence 244, 166-187, 2017
Learning SMT (LRA) constraints using SMT solvers
S Kolb, S Teso, A Passerini, L De Raedt
Proceedings of the Twenty-Seventh International Joint Conference oná…, 2018
Constructive preference elicitation by setwise max-margin learning
S Teso, A Passerini, P Viappiani
arXiv preprint arXiv:1604.06020, 2016
A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries
A Vergari, YJ Choi, A Liu, S Teso, GV Broeck
Advances in Neural Information Processing Systems 34, 2021
Constructive preference elicitation
P Dragone, S Teso, A Passerini
Frontiers in Robotics and AI 4, 71, 2018
Improved multi-level protein–protein interaction prediction with semantic-based regularization
C Sacca, S Teso, M Diligenti, A Passerini
BMC bioinformatics 15 (1), 103, 2014
Efficient Generation of Structured Objects with Constrained Adversarial Networks
L Di Liello, P Ardino, J Gobbi, P Morettin, S Teso, A Passerini
Advances in Neural Information Processing Systems 33, 2020
Ego-centric graphlets for personality and affective states recognition
S Teso, J Staiano, B Lepri, A Passerini, F Pianesi
2013 International Conference on Social Computing, 874-877, 2013
Coactive critiquing: Elicitation of preferences and features
S Teso, P Dragone, A Passerini
Thirty-First AAAI Conference on Artificial Intelligence, 2017
Constructive preference elicitation over hybrid combinatorial spaces
P Dragone, S Teso, A Passerini
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Investigating the association between social interactions and personality states dynamics
D Gundogdu, AN Finnerty, J Staiano, S Teso, A Passerini, F Pianesi, ...
Royal Society open science 4 (9), 170194, 2017
Putting human behavior predictability in context
W Zhang, Q Shen, S Teso, B Lepri, A Passerini, I Bison, F Giunchiglia
EPJ Data Science 10 (1), 42, 2021
Toward Faithful Explanatory Active Learning with Self-explainable Neural Nets
S Teso
Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2019), 4-16, 2019
Machine Guides, Human Supervises: Interactive Learning with Global Explanations
T Popordanoska, M Kumar, S Teso
arXiv preprint arXiv:2009.09723, 2020
Automating Personnel Rostering by Learning Constraints Using Tensors
M Kumar, S Teso, P De Causmaecker, L De Raedt
2019 IEEE 31st International Conference on Tools with Artificialá…, 2019
Interactive label cleaning with example-based explanations
S Teso, A Bontempelli, F Giunchiglia, A Passerini
Advances in Neural Information Processing Systems 34, 2021
Elements of an automatic data scientist
L De Raedt, H Blockeel, S Kolb, S Teso, G Verbruggen
Advances in Intelligent Data Analysis XVII: 17th International Symposiumá…, 2018
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