Andrea Bontempelli

According to our database, Andrea Bontempelli authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Concept-level Debugging of Part-Prototype Networks.

Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Egocentric Hierarchical Visual Semantics.

Luca Erculiani, Andrea Bontempelli, Andrea Passerini, Fausto Giunchiglia

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

2022

Human-in-the-loop handling of knowledge drift.

Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso

Data Min. Knowl. Discov., 2022

Concept-level Debugging of Part-Prototype Networks.

Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini

CoRR, 2022

Lifelong Personal Context Recognition.

Andrea Bontempelli, Marcelo Rodas Britez, Xiaoyue Li, Haonan Zhao, Luca Erculiani, Stefano Teso, Andrea Passerini, Fausto Giunchiglia

CoRR, 2022

2021

Toward a Unified Framework for Debugging Gray-box Models.

Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso

CoRR, 2021

Interactive Label Cleaning with Example-based Explanations.

Stefano Teso, Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Streaming and Learning the Personal Context.

Fausto Giunchiglia, Marcelo Rodas Britez, Andrea Bontempelli, Xiaoyue Li

Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

2020

Learning in the Wild with Incremental Skeptical Gaussian Processes.

Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020