Bontempelli, Andrea
Bontempelli, Andrea
Ingegneria e scienza dell'Informaz (29/10/12-)
Concept-level debugging of part-prototype networks
2023-01-01 Bontempelli, Andrea; Teso, Stefano; Tentori, Katya; Giunchiglia, Fausto; Passerini, Andrea
DiversityOne Open Challenge: Exploring People's Everyday Life Behavior with Mobile Data
2025-01-01 Bontempelli, Andrea; Busso, Matteo; Meegahapola, Lakmal; De Götzen, Amalia; Giunchiglia, Fausto; Gatica-Perez, Daniel
DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling
2025-01-01 Busso, Matteo; Bontempelli, Andrea; Malcotti, Leonardo Javier; Meegahapola, Lakmal; Kun, Pe-ter; Diwakar, Shyam; Nutakki, Chaitanya; Rodas Britez, Marcelo Dario; Xu, Hao; Song, Donglei; Correa, Salvador Ruiz; Mendoza-Lara, Andrea-Rebeca; Gaskell, George; Stares, Sally; Bidoglia, Miriam; Ganbold, Amarsanaa; Chagnaa, Altangerel; Cernuzzi, Luca; Hume, Alethia; Chenu-Abente, Ronald; Asiku, Roy Alia; Kayongo, Ivan; Gatica-Perez, Daniel; de Gotzen, Amalia; Bison, Ivano; Giunchiglia, Fausto
Egocentric Hierarchical Visual Semantics
2023-01-01 Erculiani, Luca; Bontempelli, Andrea; Passerini, Andrea; Giunchiglia, Fausto
Help the machine to help you: an evaluation in the wild of egocentric data cleaning via skeptical learning
2025-01-01 Bontempelli, Andrea; Busso, Matteo; Malcotti, Leonardo Javier; Giunchiglia, Fausto
Human-in-the-loop Handling of Knowledge Drift
2022-01-01 Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano
Human-in-the-loop handling of knowledge drift
2022-01-01 Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano
Human-Machine Alignment for Context Recognition in the Wild
2024-04-30 Bontempelli, Andrea
Interactive label cleaning with example-based explanations
2021-01-01 Teso, Stefano; Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea
Learning in the Wild with Incremental Skeptical Gaussian Processes
2020-01-01 Bontempelli, Andrea; Teso, Stefano; Giunchiglia, Fausto; Passerini, Andrea
Lifelong Personal Context Recognition
2022-01-01 Bontempelli, Andrea; Rodas Britez, Marcelo Dario; Li, Xiaoyue; Zhao, Haonan; Erculiani, Luca; Teso, Stefano; Passerini, Andrea; Giunchiglia, Fausto
Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks
2025-01-01 Michalski, Tomasz; Wróbel, Adam; Bontempelli, Andrea; Luśtyk, Jakub; Kniejski, Mikolaj; Teso, Stefano; Passerini, Andrea; Zieliński, Bartosz; Rymarczyk, Dawid
Streaming and Learning the Personal Context
2021-01-01 Giunchiglia, Fausto; Rodas Britez, Marcelo Dario; Bontempelli, Andrea; Li, Xiaoyue
Toward a Unified Framework for Debugging Gray-box Models
2022-01-01 Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano