Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks. - Ivan Girardi; Pengfei Ji; An-phi Nguyen; Nora Hollenstein; Adam Ivankay; Lorenz Kuhn; Chiara Marchiori; Ce Zhang 001 (Louhi@EMNLP, 2018)

Artificial Intelligence Decision Support for Medical Triage. - Chiara Marchiori; Douglas Dykeman; Ivan Girardi; Adam Ivankay; Kevin Thandiackal; Mario Zusag; Andrea Giovannini; Daniel Karpati; Henri L. Saenz (AMIA, 2020)

FAR: A General Framework for Attributional Robustness. - Adam Ivankay; Ivan Girardi; Chiara Marchiori; Pascal Frossard (BMVC, 2021)

Fooling Explanations in Text Classifiers. - Adam Ivankay; Ivan Girardi; Chiara Marchiori; Pascal Frossard (ICLR, 2022)

Estimating the Adversarial Robustness of Attributions in Text with Transformers. - Adam Ivankay; Mattia Rigotti; Ivan Girardi; Chiara Marchiori; Pascal Frossard (CoRR, 2022)

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications. - Adam Ivankay; Mattia Rigotti; Pascal Frossard (ACL (1), 2023)

Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs. - Brian Belgodere; Pierre L. Dognin; Adam Ivankay; Igor Melnyk; Youssef Mroueh; Aleksandra Mojsilovic; Jirí Navrátil 001; Apoorva Nitsure; Inkit Padhi; Mattia Rigotti; Jerret Ross; Yair Schiff; et al. (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)