Artikler med mandater om offentlig tilgang - Shai Ben-DavidLes mer
Tilgjengelige et eller annet sted: 10
Empirical risk minimization under fairness constraints
M Donini, L Oneto, S Ben-David, JS Shawe-Taylor, M Pontil
Advances in neural information processing systems 31, 2018
Mandater: UK Engineering and Physical Sciences Research Council
Learnability can be undecidable
S Ben-David, P Hrubeš, S Moran, A Shpilka, A Yehudayoff
Nature Machine Intelligence 1 (1), 44-48, 2019
Mandater: US National Science Foundation
Nearly tight sample complexity bounds for learning mixtures of gaussians via sample compression schemes
H Ashtiani, S Ben-David, N Harvey, C Liaw, A Mehrabian, Y Plan
Advances in Neural Information Processing Systems 31, 2018
Mandater: Natural Sciences and Engineering Research Council of Canada, Canada First …
Near-optimal sample complexity bounds for robust learning of gaussian mixtures via compression schemes
H Ashtiani, S Ben-David, NJA Harvey, C Liaw, A Mehrabian, Y Plan
Journal of the ACM (JACM) 67 (6), 1-42, 2020
Mandater: Natural Sciences and Engineering Research Council of Canada, Canada First …
Multi-task and lifelong learning of kernels
A Pentina, S Ben-David
Algorithmic Learning Theory: 26th International Conference, ALT 2015, Banff …, 2015
Mandater: European Commission
Sample-efficient learning of mixtures
H Ashtiani, S Ben-David, A Mehrabian
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Mandater: Natural Sciences and Engineering Research Council of Canada
When can unlabeled data improve the learning rate?
C Göpfert, S Ben-David, O Bousquet, S Gelly, I Tolstikhin, R Urner
Conference on Learning Theory, 1500-1518, 2019
Mandater: Federal Ministry of Education and Research, Germany
Strategic classification with unknown user manipulations
T Lechner, R Urner, S Ben-David
International Conference on Machine Learning, 18714-18732, 2023
Mandater: Natural Sciences and Engineering Research Council of Canada
Multi-task {K} ernel {L} earning Based on {P} robabilistic {L} ipschitzness
A Pentina, S Ben-David
Algorithmic Learning Theory, 682-701, 2018
Mandater: European Commission
Identifying regions of trusted predictions
N Ananthakrishnan, S Ben-David, T Lechner, R Urner
Uncertainty in Artificial Intelligence, 2125-2134, 2021
Mandater: Natural Sciences and Engineering Research Council of Canada
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