Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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101146542 - Synergies
Yildirim, O. (Project member), Hasanov, F. (Project member), Pathak, S. (Project member), Pechenizkiy, M. (Project Manager) & Vanschoren, J. (Project member)
1/06/24 → 31/05/27
Project: Third tier
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Automated Machine Learning for Unsupervised Tabular Tasks
Singh, P., Gijsbers, P., Yildirim, E. C. G., Yildirim, M. O. & Vanschoren, J., 8 Oct 2025, arXiv.org, 23 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning
Yildirim, M. O., Yildirim, E. C. G. & Vanschoren, J., 20 Feb 2025, arXiv.org, 15 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
CLAMS: A System for Zero-Shot Model Selection for Clustering
Singh, P., Gijsbers, P., Yildirim, M. O., Gok, E. C. & Vanschoren, J., 17 Jul 2024, arXiv.org, 15 p.Research output: Working paper › Preprint › Academic › peer-review
Open Access -
Continual Learning on a Data Diet
Yildirim, E. C. G., Yildirim, M. O. & Vanschoren, J., 23 Oct 2024, arXiv.org, 18 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates
Yildirim, M. O., Gok Yildirim, E. C., Sokar, G., Mocanu, D. C. & Vanschoren, J., 6 Jan 2024, Conference on Parsimony and Learning, 3-6 January 2024, Hongkong, China. Chi, Y., Dziugaite, G. K., Qu, Q., Wang Wang, A. & Zhu, Z. (eds.). PMLR, p. 94-107 14 p. (Proceedings of Machine Learning Research; vol. 234).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)87 Downloads (Pure)