Anastasia Pentina

According to our database, Anastasia Pentina authored at least 9 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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, 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

J. Chem. Inf. Model., 2024

2018

Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness.

Anastasia Pentina, Shai Ben-David

Proceedings of the Algorithmic Learning Theory, 2018

2017

Multi-task Learning with Labeled and Unlabeled Tasks.

Anastasia Pentina, Christoph H. Lampert

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Active Task Selection for Multi-Task Learning.

Anastasia Pentina, Christoph H. Lampert

CoRR, 2016

Lifelong Learning with Weighted Majority Votes.

Anastasia Pentina, Ruth Urner

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Lifelong Learning with Non-i.i.d. Tasks.

Anastasia Pentina, Christoph H. Lampert

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Curriculum learning of multiple tasks.

Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Multi-task and Lifelong Learning of Kernels.

Anastasia Pentina, Shai Ben-David

Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015

2014

A PAC-Bayesian bound for Lifelong Learning.

Anastasia Pentina, Christoph H. Lampert

Proceedings of the 31th International Conference on Machine Learning, 2014