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5 Publications
2022 | Published | Thesis | IST-REx-ID: 10799 | 
Robustness and fairness in machine learning
N.H. Konstantinov, Robustness and Fairness in Machine Learning, Institute of Science and Technology Austria, 2022.
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N.H. Konstantinov, Robustness and Fairness in Machine Learning, Institute of Science and Technology Austria, 2022.
2022 | Published | Journal Article | IST-REx-ID: 10802 |
Fairness-aware PAC learning from corrupted data
N.H. Konstantinov, C. Lampert, Journal of Machine Learning Research 23 (2022) 1–60.
[Published Version]
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N.H. Konstantinov, C. Lampert, Journal of Machine Learning Research 23 (2022) 1–60.
2022 | Published | Thesis | IST-REx-ID: 11362 |
Learning verifiable representations
M. Lechner, Learning Verifiable Representations, Institute of Science and Technology Austria, 2022.
[Published Version]
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M. Lechner, Learning Verifiable Representations, Institute of Science and Technology Austria, 2022.
2019 | Submitted | Preprint | IST-REx-ID: 11627 |
Determining surface rotation periods of solar-like stars observed by the Kepler mission using machine learning techniques
S.N. Breton, L.A. Bugnet, A.R.G. Santos, A.L. Saux, S. Mathur, P.L. Palle, R.A. Garcia, ArXiv (n.d.).
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| arXiv
S.N. Breton, L.A. Bugnet, A.R.G. Santos, A.L. Saux, S. Mathur, P.L. Palle, R.A. Garcia, ArXiv (n.d.).
2019 | Submitted | Preprint | IST-REx-ID: 11630 |
Automatic classification of K2 pulsating stars using machine learning techniques
A.L. Saux, L.A. Bugnet, S. Mathur, S.N. Breton, R.A. Garcia, ArXiv (n.d.).
[Preprint]
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| arXiv
A.L. Saux, L.A. Bugnet, S. Mathur, S.N. Breton, R.A. Garcia, ArXiv (n.d.).