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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
2732015
A PAC-Bayesian Bound for Lifelong Learning
A Pentina, CH Lampert
International Conference on Machine Learning (ICML), 2014
2142014
Lifelong learning with non-iid tasks
A Pentina, CH Lampert
Advances in Neural Information Processing Systems 28, 2015
932015
Multi-Task Learning with Labeled and Unlabeled Tasks
A Pentina, CH Lampert
International Conference on Machine Learning (ICML) 1050, 1, 2017
472017
Lifelong learning with weighted majority votes
A Pentina, R Urner
Advances in Neural Information Processing Systems 29, 2016
372016
Multi-task and lifelong learning of kernels
A Pentina, S Ben-David
Algorithmic Learning Theory: 26th International Conference, ALT 2015, Banff …, 2015
342015
Melloddy: Cross-pharma federated learning at unprecedented scale unlocks benefits in qsar without compromising proprietary information
W Heyndrickx, L Mervin, T Morawietz, N Sturm, L Friedrich, A Zalewski, ...
Journal of chemical information and modeling, 2023
152023
Conformal efficiency as a metric for comparative model assessment befitting federated learning
W Heyndrickx, A Arany, J Simm, A Pentina, N Sturm, L Humbeck, L Mervin, ...
Artificial Intelligence in the Life Sciences 3, 100070, 2023
52023
Multi-task Kernel Learning Based on Probabilistic Lipschitzness
A Pentina, S Ben-David
Algorithmic Learning Theory, 682-701, 2018
52018
Multi-task proteochemometric modelling
A Pentina, DA Clevert
32022
Multi-source domain adaptation with guarantees
A Pentina, ETH SDSC, CH Lampert
NeurIPS 2019 Workshop on Machine Learning with Guarantees, 2019
22019
Theoretical foundations of multi-task lifelong learning
A Pentina
12016
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Articles 1–12