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Adam Ivankay
Adam Ivankay
Doctoral Researcher, IBM Research and EPFL
Verificeret mail på epfl.ch
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Fooling Explanations in Text Classifiers
A Ivankay, I Girardi, C Marchiori, P Frossard
The 10th International Conference on Learning Representations, ICLR 2022, 2022
272022
FAR: A General Framework for Attributional Robustness
A Ivankay, I Girardi, C Marchiori, P Frossard
The 32nd British Machine Vision Conference, BMVC 2021, 2021
192021
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
152018
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
132024
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
132021
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
112020
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
72022
Query expansion in information retrieval systems
I Girardi, HD Dykeman, A Giovannini, A Ivankay, C Marchiori, ...
US Patent 11,874,863, 2024
52024
Semi-supervised learning with group constraints
P Lustenberger, T Brunschwiler, A Giovannini, A Ivankay
US Patent 11,880,755, 2024
22024
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
22023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
A Ivankay, M Rigotti, P Frossard
arXiv preprint arXiv:2307.02094, 2023
12023
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
12022
" 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
12020
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
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