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Anastasia Pentina
Anastasia Pentina
Bayer AG
Bestätigte E-Mail-Adresse bei bayer.com
Titel
Zitiert von
Zitiert von
Jahr
Curriculum learning of multiple tasks
A Pentina, V Sharmanska, CH Lampert
Proceedings of the IEEE conference on computer vision and pattern …, 2015
2882015
A PAC-Bayesian Bound for Lifelong Learning
A Pentina, CH Lampert
International Conference on Machine Learning (ICML), 2014
2262014
Lifelong learning with non-iid tasks
A Pentina, CH Lampert
Advances in Neural Information Processing Systems 28, 2015
982015
Multi-Task Learning with Labeled and Unlabeled Tasks
A Pentina, CH Lampert
International Conference on Machine Learning (ICML) 1050, 1, 2017
472017
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 64 (7), 2331-2344, 2023
422023
Lifelong learning with weighted majority votes
A Pentina, R Urner
Advances in Neural Information Processing Systems 29, 2016
412016
Multi-task and lifelong learning of kernels
A Pentina, S Ben-David
Algorithmic Learning Theory: 26th International Conference, ALT 2015, Banff …, 2015
372015
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
102023
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
42022
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
22016
Disagreement-based Active Learning for Robustness Against Subpopulation Shifts
YJ Ng, V Sharmanska, T Kehrenberg, A Pentina, N Quadrianto
University of Sussex, 0
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