Concepedia

Anastasia Pentina

AP

Statistics

Publications

6

Citations

545

H-Index

6

Active since

2013

Affiliations

Institute of Science and Technology Austria(Current)

Servier (France)

AstraZeneca (United Kingdom)

Astellas Pharma (Japan)

Institut des Hautes Études Scientifiques

Anastasia Pentina is an author at Institute of Science and Technology Austria specializing in machine learning, computer science, and computing.

Publications per year

2013–2023

6

Publications

6

Curriculum learning of multiple tasks

Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert · 2015 · 233 citations

, , +13

A PAC-Bayesian bound for Lifelong Learning

Anastasia Pentina, Christoph H. Lampert · arXiv (Cornell University) · 2013 · 122 citations · Full text

, , +10

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · Journal of Chemical Information and Modeling · 2023 · 115 citations · Full text

, , +17

Lifelong learning with non-i.i.d. tasks

Anastasia Pentina, Christoph H. Lampert · 2015 · 37 citations

, , +11

MELLODDY: cross pharma federated learning at unprecedented scale unlocks benefits in QSAR without compromising proprietary information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · ChemRxiv · 2022 · 25 citations · Full text

, , +17

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