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Andrea Bontempelli
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Interactive label cleaning with example-based explanations
S Teso, A Bontempelli, F Giunchiglia, A Passerini
Advances in Neural Information Processing Systems 34, 12966-12977, 2021
102021
Learning in the Wild with Incremental Skeptical Gaussian Processes
A Bontempelli, S Teso, F Giunchiglia, A Passerini
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
82020
Toward a unified framework for debugging gray-box models
A Bontempelli, F Giunchiglia, A Passerini, S Teso
The AAAI-22 Workshop on Interactive Machine Learning, 2021
52021
Human-in-the-loop Handling of Knowledge Drift
A Bontempelli, F Giunchiglia, A Passerini, S Teso
Data Mining and Knowledge Discovery, 1-20, 2022
32022
Streaming and Learning the Personal Context
F Giunchiglia, MR Britez, A Bontempelli, X Li
arXiv preprint arXiv:2108.08234, 2021
32021
Concept-level Debugging of Part-Prototype Networks
A Bontempelli, S Teso, F Giunchiglia, A Passerini
arXiv preprint arXiv:2205.15769, 2022
22022
Toward a Unified Framework for Debugging Concept-based Models
A Bontempelli, F Giunchiglia, A Passerini, S Teso
arXiv preprint arXiv:2109.11160, 2021
12021
Lifelong Personal Context Recognition
A Bontempelli, MR Britez, X Li, H Zhao, L Erculiani, S Teso, A Passerini, ...
arXiv preprint arXiv:2205.10123, 2022
2022
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