Murat Onur Yildirim

According to our database, Murat Onur Yildirim authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Automated Machine Learning for Unsupervised Tabular Tasks.

Prabhant Singh, Pieter Gijsbers, Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren

Mach. Learn., March, 2026

Pruned Adaptation Modules: A Simple yet Strong Baseline for Continual Foundation Models.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren

CoRR, March, 2026

Unlocking [CLS] Features for Continual Post-Training.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren

Trans. Mach. Learn. Res., 2026

2025

Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren

CoRR, February, 2025

2024

Continual Learning on a Data Diet.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin Vanschoren

CoRR, 2024

CLAMS: A System for Zero-Shot Model Selection for Clustering.

Prabhant Singh, Pieter Gijsbers, Murat Onur Yildirim, Elif Ceren Gok, Joaquin Vanschoren

CoRR, 2024

FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Decebal Constantin Mocanu, Joaquin Vanschoren

CoRR, 2024

Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates.

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Ghada Sokar, Decebal Constantin Mocanu, Joaquin Vanschoren

Proceedings of the Conference on Parsimony and Learning, 2024

2023

Adaptive Regularization for Class-Incremental Learning.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren

CoRR, 2023

AdaCL: Adaptive Continual Learning.

Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren

Proceedings of the 1st ContinualAI Unconference, 9 October 2023, Virtual, 2023