Fooling Explanations in Text Classifiers A Ivankay, I Girardi, C Marchiori, P Frossard The 10th International Conference on Learning Representations, ICLR 2022, 2022 | 27 | 2022 |
FAR: A General Framework for Attributional Robustness A Ivankay, I Girardi, C Marchiori, P Frossard The 32nd British Machine Vision Conference, BMVC 2021, 2021 | 19 | 2021 |
Patient risk assessment and warning symptom detection using deep attention-based neural networks I Girardi, P Ji, A Nguyen, N Hollenstein, A Ivankay, L Kuhn, C Marchiori, ... arXiv preprint arXiv:1809.10804, 2018 | 15 | 2018 |
Auditing and generating synthetic data with controllable trust trade-offs B Belgodere, P Dognin, A Ivankay, I Melnyk, Y Mroueh, A Mojsilovic, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024 | 13 | 2024 |
Artificial intelligence decision support for medical triage C Marchiori, D Dykeman, I Girardi, A Ivankay, K Thandiackal, M Zusag, ... AMIA Annual Symposium Proceedings 2020, 793, 2021 | 13 | 2021 |
A telemonitoring and hybrid virtual coaching solution “CAir” for patients with chronic obstructive pulmonary disease: protocol for a randomized controlled trial C Gross, D Kohlbrenner, CF Clarenbach, A Ivankay, T Brunschwiler, ... JMIR research protocols 9 (10), e20412, 2020 | 11 | 2020 |
Multisensory home-monitoring in individuals with stable chronic obstructive pulmonary disease and asthma: usability study of the CAir-desk D Kohlbrenner, CF Clarenbach, A Ivankay, L Zimmerli, CS Gross, M Kuhn, ... JMIR Human Factors 9 (1), e31448, 2022 | 7 | 2022 |
Query expansion in information retrieval systems I Girardi, HD Dykeman, A Giovannini, A Ivankay, C Marchiori, ... US Patent 11,874,863, 2024 | 5 | 2024 |
Semi-supervised learning with group constraints P Lustenberger, T Brunschwiler, A Giovannini, A Ivankay US Patent 11,880,755, 2024 | 2 | 2024 |
Breathing new life into COPD assessment: multisensory home-monitoring for predicting severity Z Xiao, M Muszynski, R Marcinkevičs, L Zimmerli, AD Ivankay, ... Proceedings of the 25th International Conference on Multimodal Interaction …, 2023 | 2 | 2023 |
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications A Ivankay, M Rigotti, P Frossard arXiv preprint arXiv:2307.02094, 2023 | 1 | 2023 |
Estimating the adversarial robustness of attributions in text with transformers A Ivankay, M Rigotti, I Girardi, C Marchiori, P Frossard arXiv preprint arXiv:2212.09155, 2022 | 1 | 2022 |
" CAir", a Telemonitoring and Hybrid Virtual Coaching Solution for Patients Suffering from Chronic Obstructive Pulmonary Disease: Protocol for a Randomized Controlled Trial C Gross, D Kohlbrenner, CF Clarenbach, A Ivankay, T Brunschwiler, ... Journal, 24, 2020 | 1 | 2020 |
Hybrid Virtual Coaching and Telemonitoring in COPD Management: The CAir Randomised Controlled Study D Kohlbrenner, M Kuhn, A Kläy, NA Sievi, M Muszynski, A Ivankay, ... International Journal of Chronic Obstructive Pulmonary Disease, 2739-2750, 2024 | | 2024 |
Signing and authentication of digital images and other data arrays S Monney, A Giovannini, A Ivankay US Patent 11,720,991, 2023 | | 2023 |
Estimating and Improving the Robustness of Attributions in Text ÁD Ivánkay EPFL, 2023 | | 2023 |
Classification method using a knowledge graph module and a machine learning module A Giovannini, HD Dykeman, I Girardi, A Ivankay, C Marchiori, K Paluch, ... US Patent App. 16/989,953, 2022 | | 2022 |
A Telemonitoring and Hybrid Virtual Coaching Solution C Gross, D Kohlbrenner, CF Clarenbach, A Ivankay, T Brunschwiler, ... JMIR research protocols, 2020 | | 2020 |