Adam Ivankay

According to our database, Adam Ivankay authored at least 7 papers between 2018 and 2023.

Collaborative distances:

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

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, Apoorva Nitsure, Inkit Padhi, Mattia Rigotti, Jerret Ross, Yair Schiff, Radhika Vedpathak, Richard A. Young

CoRR, 2023

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications.

Adam Ivankay, Mattia Rigotti, Pascal Frossard

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Estimating the Adversarial Robustness of Attributions in Text with Transformers.

Adam Ivankay, Mattia Rigotti, Ivan Girardi, Chiara Marchiori, Pascal Frossard

CoRR, 2022

Fooling Explanations in Text Classifiers.

Adam Ivankay, Ivan Girardi, Chiara Marchiori, Pascal Frossard

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

FAR: A General Framework for Attributional Robustness.

Adam Ivankay, Ivan Girardi, Chiara Marchiori, Pascal Frossard

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

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

Proceedings of the AMIA 2020, 2020

2018

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

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018