7 Publications

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[7]
2017 | Conference Paper | IST-REx-ID: 999   OA
A. Pentina and C. Lampert, “Multi-task learning with labeled and unlabeled tasks,” presented at the ICML: International Conference on Machine Learning, Sydney, Australia, 2017, vol. 70, pp. 2807–2816.
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[6]
2016 | Conference Paper | IST-REx-ID: 1098   OA
A. Pentina and R. Urner, “Lifelong learning with weighted majority votes,” presented at the NIPS: Neural Information Processing Systems, Barcelona, Spain, 2016, vol. 29, pp. 3619–3627.
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[5]
2016 | Thesis | IST-REx-ID: 1126   OA
A. Pentina, Theoretical foundations of multi-task lifelong learning. IST Austria, 2016.
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[4]
2015 | Conference Paper | IST-REx-ID: 1706   OA
A. Pentina and S. Ben David, “Multi-task and lifelong learning of kernels,” presented at the ALT: Algorithmic Learning Theory, Banff, AB, Canada, 2015, vol. 9355, pp. 194–208.
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[3]
2015 | Conference Paper | IST-REx-ID: 1857   OA
A. Pentina, V. Sharmanska, and C. Lampert, “Curriculum learning of multiple tasks,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States, 2015, pp. 5492–5500.
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[2]
2015 | Conference Paper | IST-REx-ID: 1425   OA
A. Pentina and C. Lampert, “Lifelong learning with non-i.i.d. tasks,” presented at the NIPS: Neural Information Processing Systems, Montreal, Canada, 2015, vol. 2015, pp. 1540–1548.
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[1]
2014 | Conference Paper | IST-REx-ID: 2160   OA
A. Pentina and C. Lampert, “A PAC-Bayesian bound for Lifelong Learning,” presented at the ICML: International Conference on Machine Learning, Beijing, China, 2014, vol. 32, pp. 991–999.
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7 Publications

Mark all

[7]
2017 | Conference Paper | IST-REx-ID: 999   OA
A. Pentina and C. Lampert, “Multi-task learning with labeled and unlabeled tasks,” presented at the ICML: International Conference on Machine Learning, Sydney, Australia, 2017, vol. 70, pp. 2807–2816.
View | Download (ext.)
 
[6]
2016 | Conference Paper | IST-REx-ID: 1098   OA
A. Pentina and R. Urner, “Lifelong learning with weighted majority votes,” presented at the NIPS: Neural Information Processing Systems, Barcelona, Spain, 2016, vol. 29, pp. 3619–3627.
View | Files available
 
[5]
2016 | Thesis | IST-REx-ID: 1126   OA
A. Pentina, Theoretical foundations of multi-task lifelong learning. IST Austria, 2016.
View | Files available | DOI
 
[4]
2015 | Conference Paper | IST-REx-ID: 1706   OA
A. Pentina and S. Ben David, “Multi-task and lifelong learning of kernels,” presented at the ALT: Algorithmic Learning Theory, Banff, AB, Canada, 2015, vol. 9355, pp. 194–208.
View | DOI | Download (ext.)
 
[3]
2015 | Conference Paper | IST-REx-ID: 1857   OA
A. Pentina, V. Sharmanska, and C. Lampert, “Curriculum learning of multiple tasks,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States, 2015, pp. 5492–5500.
View | DOI | Download (ext.)
 
[2]
2015 | Conference Paper | IST-REx-ID: 1425   OA
A. Pentina and C. Lampert, “Lifelong learning with non-i.i.d. tasks,” presented at the NIPS: Neural Information Processing Systems, Montreal, Canada, 2015, vol. 2015, pp. 1540–1548.
View | Download (ext.)
 
[1]
2014 | Conference Paper | IST-REx-ID: 2160   OA
A. Pentina and C. Lampert, “A PAC-Bayesian bound for Lifelong Learning,” presented at the ICML: International Conference on Machine Learning, Beijing, China, 2014, vol. 32, pp. 991–999.
View | Download (ext.)
 

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Citation Style: IEEE

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