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Gal Yona
Gal Yona
Verified email at weizmann.ac.il - Homepage
Title
Cited by
Cited by
Year
Developing a COVID-19 mortality risk prediction model when individual-level data are not available
N Barda, D Riesel, A Akriv, J Levy, U Finkel, G Yona, D Greenfeld, ...
Nature Communications 11 (1), 1-9, 2020
99*2020
Probably Approximately Metric-Fair Learning
G Yona, G Rothblum
International Conference on Machine Learning, 5666-5674, 2018
81*2018
Addressing bias in prediction models by improving subpopulation calibration
N Barda, G Yona, GN Rothblum, P Greenland, M Leibowitz, R Balicer, ...
Journal of the American Medical Informatics Association 28 (3), 549-558, 2021
292021
Outcome indistinguishability
C Dwork, MP Kim, O Reingold, GN Rothblum, G Yona
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
262021
Preference-Informed Fairness
MP Kim, A Korolova, GN Rothblum, G Yona
arXiv preprint arXiv:1904.01793, 2019
232019
Learning from Outcomes: Evidence-Based Rankings
C Dwork, MP Kim, O Reingold, GN Rothblum, G Yona
2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS) 14, 18, 2019
212019
Multi-group agnostic pac learnability
GN Rothblum, G Yona
International Conference on Machine Learning, 9107-9115, 2021
142021
Who's Responsible? Jointly Quantifying the Contribution of the Learning Algorithm and Data
G Yona, A Ghorbani, J Zou
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 1034 …, 2021
9*2021
A gentle introduction to the discussion on algorithmic fairness
G Yona
Towards Data Science 5, 2017
62017
Revisiting Sanity Checks for Saliency Maps
G Yona, D Greenfeld
arXiv preprint arXiv:2110.14297, 2021
52021
On Fairness and Stability in Two-Sided Matchings
G Karni, GN Rothblum, G Yona
arXiv preprint arXiv:2111.10885, 2021
22021
Beyond Bernoulli: Generating Random Outcomes that cannot be Distinguished from Nature
C Dwork, MP Kim, O Reingold, GN Rothblum, G Yona
International Conference on Algorithmic Learning Theory, 342-380, 2022
12022
Active Learning with Label Comparisons
G Yona, S Moran, G Elidan, A Globerson
arXiv preprint arXiv:2204.04670, 2022
2022
Decision-Making under Miscalibration
GN Rothblum, G Yona
arXiv preprint arXiv:2203.09852, 2022
2022
Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification
GN Rothblum, G Yona
arXiv preprint arXiv:2110.00813, 2021
2021
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Articles 1–15