Aysegul Bumin

According to our database, Aysegul Bumin authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Transformers and large language models in healthcare: A review.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

Artif. Intell. Medicine, 2024

RETSim: Resilient and Efficient Text Similarity.

Marina Zhang, Owen S. Vallis, Aysegul Bumin, Tanay Vakharia, Elie Bursztein

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Transformers in Healthcare: A Survey.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

CoRR, 2023

Vulture: VULnerabilities in impuTing drUg REsistance.

Aysegul Bumin, Megan Shah, Kejun Huang, Tamer Kahveci

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Stochastic Douglas-Rachford Splitting for Regularized Empirical Risk Minimization: Convergence, Mini-batch, and Implementation.

Aysegul Bumin, Kejun Huang

Trans. Mach. Learn. Res., 2022

Identification of co-existing embeddings of a motif in multilayer networks.

Yuanfang Ren, Aisharjya Sarkar, Aysegul Bumin, Kejun Huang, Pierangelo Veltri, Alin Dobra, Tamer Kahveci

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

FiT: fiber-based tensor completion for drug repurposing.

Aysegul Bumin, Anna M. Ritz, Donna K. Slonim, Tamer Kahveci, Kejun Huang

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021

Efficient Implementation of Stochastic Proximal Point Algorithm for Matrix and Tensor Completion.

Aysegul Bumin, Kejun Huang

Proceedings of the 29th European Signal Processing Conference, 2021