Taha Ceritli

According to our database, Taha Ceritli authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.

Grigory Malinovsky, Umberto Michieli, Hasan Abed Al Kader Hammoud, Taha Ceritli, Hayder Elesedy, Mete Ozay, Peter Richtárik

CoRR, 2024

A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune.

Taha Ceritli, Savas Özkan, Jeongwon Min, Eunchung Noh, Cho Min, Mete Ozay

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

AI Assistants: A Framework for Semi-Automated Data Wrangling.

Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams

IEEE Trans. Knowl. Data Eng., September, 2023

Synthesizing Mixed-type Electronic Health Records using Diffusion Models.

Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton

CoRR, 2023

2022

Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling.

Taha Ceritli, Andrew P. Creagh, David A. Clifton

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Identifying the Units of Measurement in Tabular Data.

Taha Ceritli, Christopher K. I. Williams

CoRR, 2021

ptype-cat: Inferring the Type and Values of Categorical Variables.

Taha Ceritli, Christopher K. I. Williams

CoRR, 2021

2020

ptype: probabilistic type inference.

Taha Ceritli, Christopher K. I. Williams, James Geddes

Data Min. Knowl. Discov., 2020