Anastasia Pentina

Lampert Group

7 Publications

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[7]
2017 | Published | Conference Paper | IST-REx-ID: 999 | OA
Pentina, Anastasia, and Christoph Lampert. “Multi-Task Learning with Labeled and Unlabeled Tasks,” 70:2807–16. ML Research Press, 2017.
[Submitted Version] View | Download Submitted Version (ext.) | WoS
 
[6]
2016 | Published | Thesis | IST-REx-ID: 1126 | OA
Pentina, Anastasia. “Theoretical Foundations of Multi-Task Lifelong Learning.” Institute of Science and Technology Austria, 2016. https://doi.org/10.15479/AT:ISTA:TH_776.
[Published Version] View | Files available | DOI
 
[5]
2016 | Published | Conference Paper | IST-REx-ID: 1098 | OA
Pentina, Anastasia, Lifelong learning with weighted majority votes. 29. 2016
[Published Version] View | Files available
 
[4]
2015 | Published | Conference Paper | IST-REx-ID: 1857 | OA
Pentina, Anastasia, Viktoriia Sharmanska, and Christoph Lampert. “Curriculum Learning of Multiple Tasks,” 5492–5500. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7299188.
[Preprint] View | DOI | Download Preprint (ext.)
 
[3]
2015 | Published | Conference Paper | IST-REx-ID: 1425 | OA
Pentina, Anastasia, Lifelong learning with non-i.i.d. tasks. 2015. 2015
View | Download None (ext.)
 
[2]
2015 | Published | Conference Paper | IST-REx-ID: 1706 | OA
Pentina, Anastasia, and Shai Ben David. “Multi-Task and Lifelong Learning of Kernels,” 9355:194–208. Springer, 2015. https://doi.org/10.1007/978-3-319-24486-0_13.
[Preprint] View | DOI | Download Preprint (ext.)
 
[1]
2014 | Published | Conference Paper | IST-REx-ID: 2160 | OA
Pentina, Anastasia, and Christoph Lampert. “A PAC-Bayesian Bound for Lifelong Learning,” 32:991–99. ML Research Press, 2014.
[Submitted Version] View | Download Submitted Version (ext.)
 
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7 Publications

Mark all

[7]
2017 | Published | Conference Paper | IST-REx-ID: 999 | OA
Pentina, Anastasia, and Christoph Lampert. “Multi-Task Learning with Labeled and Unlabeled Tasks,” 70:2807–16. ML Research Press, 2017.
[Submitted Version] View | Download Submitted Version (ext.) | WoS
 
[6]
2016 | Published | Thesis | IST-REx-ID: 1126 | OA
Pentina, Anastasia. “Theoretical Foundations of Multi-Task Lifelong Learning.” Institute of Science and Technology Austria, 2016. https://doi.org/10.15479/AT:ISTA:TH_776.
[Published Version] View | Files available | DOI
 
[5]
2016 | Published | Conference Paper | IST-REx-ID: 1098 | OA
Pentina, Anastasia, Lifelong learning with weighted majority votes. 29. 2016
[Published Version] View | Files available
 
[4]
2015 | Published | Conference Paper | IST-REx-ID: 1857 | OA
Pentina, Anastasia, Viktoriia Sharmanska, and Christoph Lampert. “Curriculum Learning of Multiple Tasks,” 5492–5500. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7299188.
[Preprint] View | DOI | Download Preprint (ext.)
 
[3]
2015 | Published | Conference Paper | IST-REx-ID: 1425 | OA
Pentina, Anastasia, Lifelong learning with non-i.i.d. tasks. 2015. 2015
View | Download None (ext.)
 
[2]
2015 | Published | Conference Paper | IST-REx-ID: 1706 | OA
Pentina, Anastasia, and Shai Ben David. “Multi-Task and Lifelong Learning of Kernels,” 9355:194–208. Springer, 2015. https://doi.org/10.1007/978-3-319-24486-0_13.
[Preprint] View | DOI | Download Preprint (ext.)
 
[1]
2014 | Published | Conference Paper | IST-REx-ID: 2160 | OA
Pentina, Anastasia, and Christoph Lampert. “A PAC-Bayesian Bound for Lifelong Learning,” 32:991–99. ML Research Press, 2014.
[Submitted Version] View | Download Submitted Version (ext.)
 
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Citation Style: Chicago

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