Learning in the Wild with Incremental Skeptical Gaussian Processes. - Andrea Bontempelli; Stefano Teso; Fausto Giunchiglia; Andrea Passerini (IJCAI, 2020)

Streaming and Learning the Personal Context. - Fausto Giunchiglia; Marcelo Dario Rodas Britez; Andrea Bontempelli; Xiaoyue Li (MRC@IJCAI, 2021)

Interactive Label Cleaning with Example-based Explanations. - Stefano Teso; Andrea Bontempelli; Fausto Giunchiglia; Andrea Passerini (NeurIPS, 2021)

Toward a Unified Framework for Debugging Gray-box Models. - Andrea Bontempelli; Fausto Giunchiglia; Andrea Passerini; Stefano Teso (CoRR, 2021)

Lifelong Personal Context Recognition. - Andrea Bontempelli; Marcelo Dario Rodas Britez; Xiaoyue Li; Haonan Zhao; Luca Erculiani; Stefano Teso; Andrea Passerini; Fausto Giunchiglia (CoRR, 2022)

Concept-level Debugging of Part-Prototype Networks. - Andrea Bontempelli; Stefano Teso; Fausto Giunchiglia; Andrea Passerini (CoRR, 2022)

Human-in-the-loop handling of knowledge drift. - Andrea Bontempelli; Fausto Giunchiglia; Andrea Passerini; Stefano Teso (Data Min. Knowl. Discov., 2022)

Egocentric Hierarchical Visual Semantics. - Luca Erculiani; Andrea Bontempelli; Andrea Passerini; Fausto Giunchiglia (HHAI, 2023)

Concept-level Debugging of Part-Prototype Networks. - Andrea Bontempelli; Stefano Teso; Katya Tentori; Fausto Giunchiglia; Andrea Passerini (ICLR, 2023)

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 012; Donglei Song; Salvador Ruiz-Correa; Andrea Rebeca Mendoza-Lara; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

Personalized Interpretability - Interactive Alignment of Prototypical Parts Networks. - Tomasz Michalski 002; Adam Wróbel; Andrea Bontempelli; Jakub Lustyk; Mikolaj Kniejski; Stefano Teso; Andrea Passerini; Bartosz Zielinski 001; Dawid Rymarczyk (CoRR, 2025)