Andrea Bontempelli

According to our database, Andrea Bontempelli authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

Personalized Interpretability - Interactive Alignment of Prototypical Parts Networks.

Tomasz Michalski, Adam Wróbel, Andrea Bontempelli, Jakub Lustyk, Mikolaj Kniejski, Stefano Teso, Andrea Passerini, Bartosz Zielinski, Dawid Rymarczyk

CoRR, June, 2025

DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling.

Matteo Busso, Andrea Bontempelli, Leonardo Javier Malcotti, Lakmal Meegahapola, Peter Kun, Shyam Diwakar, Chaitanya Nutakki, Marcelo Dario Rodas Britez, Hao Xu, Donglei Song, Salvador Ruiz-Correa, Andrea Rebeca Mendoza-Lara, George Gaskell, Sally Stares, Miriam Bidoglia, Amarsanaa Ganbold, Altangerel Chagnaa, Luca Cernuzzi, Alethia Hume, Ronald Chenu-Abente, Roy Alia Asiku, Ivan Kayongo, Daniel Gatica-Perez, Amalia de Götzen, Ivano Bison, Fausto Giunchiglia

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2025

Help the Machine to Help You: an Evaluation in the Wild of Egocentric Data Cleaning via Skeptical Learning.

Andrea Bontempelli, Matteo Busso, Leonardo Javier Malcotti, Fausto Giunchiglia

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2025

<i>DiversityOne</i> Open Challenge: Exploring People's Everyday Life Behavior with Mobile Data.

Andrea Bontempelli, Matteo Busso, Lakmal Meegahapola, Amalia de Götzen, Fausto Giunchiglia, Daniel Gatica-Perez

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

2024

Human-Machine Alignment for Context Recognition in the Wild.

Andrea Bontempelli

PhD thesis, 2024

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 Dario 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 Dario 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