Anastasia Pentina
Anastasia Pentina
Bayer AG
Verified email at bayer.com
Title
Cited by
Cited by
Year
Curriculum learning of multiple tasks
A Pentina, V Sharmanska, CH Lampert
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1342015
A PAC-Bayesian Bound for Lifelong Learning
A Pentina, CH Lampert
International Conference on Machine Learning (ICML), 2014
1012014
Lifelong learning with non-iid tasks
A Pentina, CH Lampert
Advances in Neural Information Processing Systems, 1540-1548, 2015
512015
Multi-task and lifelong learning of kernels
A Pentina, S Ben-David
International Conference on Algorithmic Learning Theory, 194-208, 2015
262015
Multi-Task Learning with Labeled and Unlabeled Tasks
A Pentina, CH Lampert
International Conference on Machine Learning (ICML) 1050, 1, 2017
25*2017
Lifelong learning with weighted majority votes
A Pentina, R Urner
182016
Multi-task Kernel Learning Based on Probabilistic Lipschitzness
A Pentina, S Ben-David
Algorithmic Learning Theory, 682-701, 2018
22018
Multi-source domain adaptation with guarantees
A Pentina, ETH SDSC, CH Lampert
NeurIPS 2019 Workshop on Machine Learning with Guarantees, 2019
12019
Theoretical foundations of multi-task lifelong learning
A Pentina
2016
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Articles 1–9