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Anzahl der Publikationen: 3
Konferenzbeitrag
Gilhuber, Sandra; Hvingelby, Rasmus; Fok, Mang Ling Ada und Seidl, Thomas 
ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
How to Overcome Confirmation Bias in Semi-Supervised Image Classification by Active Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Artificial Intelligence
Bd. 14170
Cham: Springer. S. 330-347
ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
How to Overcome Confirmation Bias in Semi-Supervised Image Classification by Active Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Artificial Intelligence
Bd. 14170
Cham: Springer. S. 330-347
Gilhuber, Sandra; Busch, Julian; Rotthues, Daniel; Frey, Christian M. M. ORCID: https://orcid.org/0000-0003-2458-6651 und Seidl, Thomas ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.- 22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 75-91
ORCID: https://orcid.org/0000-0003-2458-6651 und Seidl, Thomas ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.- 22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 75-91
Gilhuber, Sandra; Jahn, Philipp; Ma, Yunpu und Seidl, Thomas
(2022):
VERIPS: Verified Pseudo-label Selection for Deep Active Learning.
2022 IEEE International Conference on Data Mining (ICDM), Orlando, FL, USA, 28 November 2022 - 01 December 2022.
In: 2022 IEEE International Conference on Data Mining (ICDM),
S. 951-956