Anastasia Pentina

12 papers A* 3B 2Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information.
J. Chem. Inf. Model.
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, Jaak Simm, Adam Arany, Nicolas Drizard, Rama Jabal, Arina Afanasyeva, Regis Loeb, Shlok Verma, Simon Harnqvist, Matthew Holmes, Balazs Pejo, Maria Telenczuk, Nicholas Holway, Arne Dieckmann, Nicola Rieke, Friederike Zumsande, Djork-Arné Clevert, Michael Krug, Christopher N. Luscombe, Darren V. S. Green, Peter Ertl, Peter Antal, David Marcus, Nicolas Do Huu, Hideyoshi Fuji, Stephen D. Pickett, Gergely Ács, Eric Boniface, Bernd Beck, Yax Sun, Arnaud Gohier, Friedrich Rippmann, Ola Engkvist, Andreas H. Göller, Yves Moreau, Mathieu N. Galtier, Ansgar Schuffenhauer, Hugo Ceulemans
2018 B conf
Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness.
ALT
Anastasia Pentina, Shai Ben-David
2017 A* conf
Multi-task Learning with Labeled and Unlabeled Tasks.
ICML
Anastasia Pentina, Christoph H. Lampert
2016 J jnl
Active Task Selection for Multi-Task Learning.
CoRR
Anastasia Pentina, Christoph H. Lampert
2016 — conf
Lifelong Learning with Weighted Majority Votes.
NIPS
Anastasia Pentina, Ruth Urner
2016 J jnl
Multi-task and Lifelong Learning of Kernels.
CoRR
Anastasia Pentina, Shai Ben-David
2015 A* conf
Curriculum learning of multiple tasks.
CVPR
Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert
2015 — conf
Lifelong Learning with Non-i.i.d. Tasks.
NIPS
Anastasia Pentina, Christoph H. Lampert
2015 B conf
Multi-task and Lifelong Learning of Kernels.
ALT
Anastasia Pentina, Shai Ben-David
2014 A* conf
A PAC-Bayesian bound for Lifelong Learning.
ICML
Anastasia Pentina, Christoph H. Lampert
2014 J jnl
Curriculum Learning of Multiple Tasks.
CoRR
Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert
2013 J jnl
A PAC-Bayesian bound for Lifelong Learning.
CoRR
Anastasia Pentina, Christoph H. Lampert