A PAC-Bayesian bound for Lifelong Learning. - Anastasia Pentina; Christoph H. Lampert (ICML, 2014)

Multi-task and Lifelong Learning of Kernels. - Anastasia Pentina; Shai Ben-David (ALT, 2015)

Curriculum learning of multiple tasks. - Anastasia Pentina; Viktoriia Sharmanska; Christoph H. Lampert (CVPR, 2015)

Lifelong Learning with Non-i.i.d. Tasks. - Anastasia Pentina; Christoph H. Lampert (NIPS, 2015)

Lifelong Learning with Weighted Majority Votes. - Anastasia Pentina; Ruth Urner (NIPS, 2016)

Active Task Selection for Multi-Task Learning. - Anastasia Pentina; Christoph H. Lampert (CoRR, 2016)

Multi-task Learning with Labeled and Unlabeled Tasks. - Anastasia Pentina; Christoph H. Lampert (ICML, 2017)

Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness. - Anastasia Pentina; Shai Ben-David (ALT, 2018)

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information. - Wouter Heyndrickx; Lewis H. Mervin; Tobias Morawietz; Noé Sturm; Lukas Friedrich; Adam Zalewski; Anastasia Pentina; Lina Humbeck; Martijn Oldenhof; Ritsuya Niwayama; Peter Schmidtke; Nikolas Fechner; et al. (J. Chem. Inf. Model., 2024)