8 Publications

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[8]
2021 | Conference Paper | LibreCat-ID: 27161
Credal Self-Supervised Learning
J. Lienen, E. Hüllermeier, in: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS, 2021.
LibreCat
 
[7]
2021 | Conference Paper | LibreCat-ID: 27162
Robust Regression for Monocular Depth Estimation
J. Lienen, N. Nommensen, R. Ewerth, E. Hüllermeier, in: 13th Asian Conference on Machine Learning, ACML, 2021.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 21636
Instance weighting through data imprecisiation
J. Lienen, E. Hüllermeier, International Journal of Approximate Reasoning (2021).
LibreCat | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21637 | OA
From Label Smoothing to Label Relaxation
J. Lienen, E. Hüllermeier, in: Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI, AAAI Press, 2021, pp. 8583–8591.
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22280
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model
J. Lienen, E. Hüllermeier, R. Ewerth, N. Nommensen, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2021, pp. 14595–14604.
LibreCat
 
[3]
2021 | Preprint | LibreCat-ID: 22509 | OA
Credal Self-Supervised Learning
J. Lienen, E. Hüllermeier, ArXiv:2106.11853 (2021).
LibreCat | Download (ext.)
 
[2]
2020 | Preprint | LibreCat-ID: 20211 | OA
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce model
J. Lienen, E. Hüllermeier, ArXiv:2010.13118 (2020).
LibreCat | Download (ext.)
 
[1]
2019 | Mastersthesis | LibreCat-ID: 16415
Automated Feature Engineering on Time Series Data
J. Lienen, Automated Feature Engineering on Time Series Data, 2019.
LibreCat
 

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8 Publications

Mark all

[8]
2021 | Conference Paper | LibreCat-ID: 27161
Credal Self-Supervised Learning
J. Lienen, E. Hüllermeier, in: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS, 2021.
LibreCat
 
[7]
2021 | Conference Paper | LibreCat-ID: 27162
Robust Regression for Monocular Depth Estimation
J. Lienen, N. Nommensen, R. Ewerth, E. Hüllermeier, in: 13th Asian Conference on Machine Learning, ACML, 2021.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 21636
Instance weighting through data imprecisiation
J. Lienen, E. Hüllermeier, International Journal of Approximate Reasoning (2021).
LibreCat | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21637 | OA
From Label Smoothing to Label Relaxation
J. Lienen, E. Hüllermeier, in: Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI, AAAI Press, 2021, pp. 8583–8591.
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22280
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model
J. Lienen, E. Hüllermeier, R. Ewerth, N. Nommensen, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2021, pp. 14595–14604.
LibreCat
 
[3]
2021 | Preprint | LibreCat-ID: 22509 | OA
Credal Self-Supervised Learning
J. Lienen, E. Hüllermeier, ArXiv:2106.11853 (2021).
LibreCat | Download (ext.)
 
[2]
2020 | Preprint | LibreCat-ID: 20211 | OA
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce model
J. Lienen, E. Hüllermeier, ArXiv:2010.13118 (2020).
LibreCat | Download (ext.)
 
[1]
2019 | Mastersthesis | LibreCat-ID: 16415
Automated Feature Engineering on Time Series Data
J. Lienen, Automated Feature Engineering on Time Series Data, 2019.
LibreCat
 

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