Comparison of Machine Learning Models on Performance of Single- and Dual-Type Electrochromic Devices
Gok, Elif Ceren, Yildirim, Murat Onur, Eren, Esin, Oksuz, Aysegul Uygun
Published in ACS omega (15.09.2020)
Published in ACS omega (15.09.2020)
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Journal Article
A Machine Learning Approach for Metal Oxide Based Polymer Composites as Charge Selective Layers in Perovskite Solar Cells
Yildirim, Murat Onur, Gok, Elif Ceren, Hemasiri, Naveen Harindu, Eren, Esin, Kazim, Samrana, Oksuz, Aysegul Uygun, Ahmad, Shahzada
Published in ChemPlusChem (Weinheim, Germany) (01.05.2021)
Published in ChemPlusChem (Weinheim, Germany) (01.05.2021)
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Journal Article
CLAMS: A System for Zero-Shot Model Selection for Clustering
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
Year of Publication 15.07.2024
Year of Publication 15.07.2024
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Journal Article
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Year of Publication 13.03.2024
Year of Publication 13.03.2024
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Journal Article
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Sokar, Ghada, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Year of Publication 28.08.2023
Year of Publication 28.08.2023
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Journal Article
AdaCL:Adaptive Continual Learning
Yildirim, Elif Ceren Gok, Yildirim, Murat Onur, Kilickaya, Mert, Vanschoren, Joaquin
Year of Publication 23.03.2023
Year of Publication 23.03.2023
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Journal Article
Continual Learning on a Data Diet
Elif Ceren Gok Yildirim, Yildirim, Murat Onur, Vanschoren, Joaquin
Published in arXiv.org (23.10.2024)
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Published in arXiv.org (23.10.2024)
Paper
CLAMS: A System for Zero-Shot Model Selection for Clustering
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
Published in arXiv.org (15.07.2024)
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Published in arXiv.org (15.07.2024)
Paper
AdaCL:Adaptive Continual Learning
Elif Ceren Gok Yildirim, Yildirim, Murat Onur, Kilickaya, Mert, Vanschoren, Joaquin
Published in arXiv.org (01.07.2024)
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Published in arXiv.org (01.07.2024)
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