Anastasia Pentina

Lampert Group

7 Publications

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[7]
2017 | Conference Paper | IST-REx-ID: 999 | OA
Pentina A, Lampert C. Multi-task learning with labeled and unlabeled tasks. In: Vol 70. ML Research Press; 2017:2807-2816.
[Submitted Version] View | Download Submitted Version (ext.) | WoS
 
[6]
2016 | Conference Paper | IST-REx-ID: 1098 | OA
Pentina A, Urner R. Lifelong learning with weighted majority votes. In: Vol 29. Neural Information Processing Systems; 2016:3619-3627.
[Published Version] View | Files available
 
[5]
2016 | Thesis | IST-REx-ID: 1126 | OA
Pentina A. Theoretical foundations of multi-task lifelong learning. 2016. doi:10.15479/AT:ISTA:TH_776
[Published Version] View | Files available | DOI
 
[4]
2015 | Conference Paper | IST-REx-ID: 1425 | OA
Pentina A, Lampert C. Lifelong learning with non-i.i.d. tasks. In: Vol 2015. Neural Information Processing Systems; 2015:1540-1548.
View | Download None (ext.)
 
[3]
2015 | Conference Paper | IST-REx-ID: 1706 | OA
Pentina A, Ben David S. Multi-task and lifelong learning of kernels. In: Vol 9355. Springer; 2015:194-208. doi:10.1007/978-3-319-24486-0_13
[Preprint] View | DOI | Download Preprint (ext.)
 
[2]
2015 | Conference Paper | IST-REx-ID: 1857 | OA
Pentina A, Sharmanska V, Lampert C. Curriculum learning of multiple tasks. In: IEEE; 2015:5492-5500. doi:10.1109/CVPR.2015.7299188
[Preprint] View | DOI | Download Preprint (ext.)
 
[1]
2014 | Conference Paper | IST-REx-ID: 2160 | OA
Pentina A, Lampert C. A PAC-Bayesian bound for Lifelong Learning. In: Vol 32. ML Research Press; 2014:991-999.
[Submitted Version] View | Download Submitted Version (ext.)
 
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7 Publications

Mark all

[7]
2017 | Conference Paper | IST-REx-ID: 999 | OA
Pentina A, Lampert C. Multi-task learning with labeled and unlabeled tasks. In: Vol 70. ML Research Press; 2017:2807-2816.
[Submitted Version] View | Download Submitted Version (ext.) | WoS
 
[6]
2016 | Conference Paper | IST-REx-ID: 1098 | OA
Pentina A, Urner R. Lifelong learning with weighted majority votes. In: Vol 29. Neural Information Processing Systems; 2016:3619-3627.
[Published Version] View | Files available
 
[5]
2016 | Thesis | IST-REx-ID: 1126 | OA
Pentina A. Theoretical foundations of multi-task lifelong learning. 2016. doi:10.15479/AT:ISTA:TH_776
[Published Version] View | Files available | DOI
 
[4]
2015 | Conference Paper | IST-REx-ID: 1425 | OA
Pentina A, Lampert C. Lifelong learning with non-i.i.d. tasks. In: Vol 2015. Neural Information Processing Systems; 2015:1540-1548.
View | Download None (ext.)
 
[3]
2015 | Conference Paper | IST-REx-ID: 1706 | OA
Pentina A, Ben David S. Multi-task and lifelong learning of kernels. In: Vol 9355. Springer; 2015:194-208. doi:10.1007/978-3-319-24486-0_13
[Preprint] View | DOI | Download Preprint (ext.)
 
[2]
2015 | Conference Paper | IST-REx-ID: 1857 | OA
Pentina A, Sharmanska V, Lampert C. Curriculum learning of multiple tasks. In: IEEE; 2015:5492-5500. doi:10.1109/CVPR.2015.7299188
[Preprint] View | DOI | Download Preprint (ext.)
 
[1]
2014 | Conference Paper | IST-REx-ID: 2160 | OA
Pentina A, Lampert C. A PAC-Bayesian bound for Lifelong Learning. In: Vol 32. ML Research Press; 2014:991-999.
[Submitted Version] View | Download Submitted Version (ext.)
 
Marked Publication(s)

Search

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    Citation Style: AMA

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