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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
2012015
A PAC-Bayesian Bound for Lifelong Learning
A Pentina, CH Lampert
International Conference on Machine Learning (ICML), 2014
1412014
Lifelong learning with non-iid tasks
A Pentina, CH Lampert
Advances in Neural Information Processing Systems 28, 2015
642015
Multi-Task Learning with Labeled and Unlabeled Tasks
A Pentina, CH Lampert
International Conference on Machine Learning (ICML) 1050, 1, 2017
39*2017
Multi-task and lifelong learning of kernels
A Pentina, S Ben-David
International Conference on Algorithmic Learning Theory, 194-208, 2015
292015
Lifelong learning with weighted majority votes
A Pentina, R Urner
Advances in Neural Information Processing Systems 29, 2016
242016
Multi-task Kernel Learning Based on Probabilistic Lipschitzness
A Pentina, S Ben-David
Algorithmic Learning Theory, 682-701, 2018
42018
Multi-source domain adaptation with guarantees
A Pentina, ETH SDSC, CH Lampert
NeurIPS 2019 Workshop on Machine Learning with Guarantees, 2019
22019
Multi-task Proteochemometric Modelling
A Pentina, DA Clevert
2022
Theoretical foundations of multi-task lifelong learning
A Pentina
2016
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Articles 1–10