Anastasia Pentina
Lampert Group
7 Publications
2017 | Published | Conference Paper | IST-REx-ID: 999 | 
Pentina, A., & Lampert, C. (2017). Multi-task learning with labeled and unlabeled tasks (Vol. 70, pp. 2807–2816). Presented at the ICML: International Conference on Machine Learning, Sydney, Australia: ML Research Press.
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| WoS
2016 | Published | Thesis | IST-REx-ID: 1126 |
Pentina, A. (2016). Theoretical foundations of multi-task lifelong learning. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:TH_776
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2016 | Published | Conference Paper | IST-REx-ID: 1098 |
Pentina, Anastasia, Lifelong learning with weighted majority votes. 29. 2016
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2015 | Published | Conference Paper | IST-REx-ID: 1857 |
Pentina, A., Sharmanska, V., & Lampert, C. (2015). Curriculum learning of multiple tasks (pp. 5492–5500). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States: IEEE. https://doi.org/10.1109/CVPR.2015.7299188
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2015 | Published | Conference Paper | IST-REx-ID: 1425 |
Pentina, Anastasia, Lifelong learning with non-i.i.d. tasks. 2015. 2015
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2015 | Published | Conference Paper | IST-REx-ID: 1706 |
Pentina, A., & Ben David, S. (2015). Multi-task and lifelong learning of kernels (Vol. 9355, pp. 194–208). Presented at the ALT: Algorithmic Learning Theory, Banff, AB, Canada: Springer. https://doi.org/10.1007/978-3-319-24486-0_13
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2014 | Published | Conference Paper | IST-REx-ID: 2160 |
Pentina, A., & Lampert, C. (2014). A PAC-Bayesian bound for Lifelong Learning (Vol. 32, pp. 991–999). Presented at the ICML: International Conference on Machine Learning, Beijing, China: ML Research Press.
[Submitted Version]
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Grants
7 Publications
2017 | Published | Conference Paper | IST-REx-ID: 999 |
Pentina, A., & Lampert, C. (2017). Multi-task learning with labeled and unlabeled tasks (Vol. 70, pp. 2807–2816). Presented at the ICML: International Conference on Machine Learning, Sydney, Australia: ML Research Press.
[Submitted Version]
View
| Download Submitted Version (ext.)
| WoS
2016 | Published | Thesis | IST-REx-ID: 1126 |
Pentina, A. (2016). Theoretical foundations of multi-task lifelong learning. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:TH_776
[Published Version]
View
| Files available
| DOI
2016 | Published | Conference Paper | IST-REx-ID: 1098 |
Pentina, Anastasia, Lifelong learning with weighted majority votes. 29. 2016
[Published Version]
View
| Files available
2015 | Published | Conference Paper | IST-REx-ID: 1857 |
Pentina, A., Sharmanska, V., & Lampert, C. (2015). Curriculum learning of multiple tasks (pp. 5492–5500). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States: IEEE. https://doi.org/10.1109/CVPR.2015.7299188
[Preprint]
View
| DOI
| Download Preprint (ext.)
2015 | Published | Conference Paper | IST-REx-ID: 1425 |
Pentina, Anastasia, Lifelong learning with non-i.i.d. tasks. 2015. 2015
View
| Download None (ext.)
2015 | Published | Conference Paper | IST-REx-ID: 1706 |
Pentina, A., & Ben David, S. (2015). Multi-task and lifelong learning of kernels (Vol. 9355, pp. 194–208). Presented at the ALT: Algorithmic Learning Theory, Banff, AB, Canada: Springer. https://doi.org/10.1007/978-3-319-24486-0_13
[Preprint]
View
| DOI
| Download Preprint (ext.)
2014 | Published | Conference Paper | IST-REx-ID: 2160 |
Pentina, A., & Lampert, C. (2014). A PAC-Bayesian bound for Lifelong Learning (Vol. 32, pp. 991–999). Presented at the ICML: International Conference on Machine Learning, Beijing, China: ML Research Press.
[Submitted Version]
View
| Download Submitted Version (ext.)