Murat Onur Yildirim

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Machine Learning for Unsupervised Tabular Tasks.
Mach. Learn.
Prabhant Singh, Pieter Gijsbers, Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren
2026 J jnl
Pruned Adaptation Modules: A Simple yet Strong Baseline for Continual Foundation Models.
CoRR
Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren
2026 J jnl
Unlocking [CLS] Features for Continual Post-Training.
Trans. Mach. Learn. Res.
Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren
2025 J jnl
Automated Machine Learning for Unsupervised Tabular Tasks.
CoRR
Prabhant Singh, Pieter Gijsbers, Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren
2025 J jnl
Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning.
CoRR
Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren
2024 J jnl
CLAMS: A System for Zero-Shot Model Selection for Clustering.
CoRR
Prabhant Singh, Pieter Gijsbers, Murat Onur Yildirim, Elif Ceren Gok, Joaquin Vanschoren
2024 J jnl
Continual Learning on a Data Diet.
CoRR
Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren
2024 — conf
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates.
CPAL
Murat Onur Yildirim, Elif Ceren Gok Yildirim, Ghada Sokar, Decebal Constantin Mocanu, Joaquin Vanschoren
2024 J jnl
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts.
CoRR
Murat Onur Yildirim, Elif Ceren Gok Yildirim, Decebal Constantin Mocanu, Joaquin Vanschoren
2023 — conf
AdaCL: Adaptive Continual Learning.
CLAI Unconf
Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren
2023 J jnl
Adaptive Regularization for Class-Incremental Learning.
CoRR
Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren
2023 J jnl
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates.
CoRR
Murat Onur Yildirim, Elif Ceren Gok Yildirim, Ghada Sokar, Decebal Constantin Mocanu, Joaquin Vanschoren