Aysegul Bumin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Proximal Point Algorithm

Empirical Risk Minimization

Efficient Implementation

Diffusion Tensor

Top Venues

Artif. Intell. Medicine

Publications

Marina Zhang, Owen S. Vallis, Aysegul Bumin, Tanay Vakharia, Elie Bursztein
RETSim: Resilient and Efficient Text Similarity. ICLR (2024)
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers and large language models in healthcare: A review. Artif. Intell. Medicine 154 (2024)
Marina Zhang, Owen Vallis, Aysegul Bumin, Tanay Vakharia, Elie Bursztein
RETSim: Resilient and Efficient Text Similarity. CoRR (2023)
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers in Healthcare: A Survey. CoRR (2023)
Aysegul Bumin, Megan Shah, Kejun Huang, Tamer Kahveci
Vulture: VULnerabilities in impuTing drUg REsistance. BCB (2023)
Aysegul Bumin, Kejun Huang
Stochastic Douglas-Rachford Splitting for Regularized Empirical Risk Minimization: Convergence, Mini-batch, and Implementation. Trans. Mach. Learn. Res. 2022 (2022)
Aysegul Bumin, Anna M. Ritz, Donna K. Slonim, Tamer Kahveci, Kejun Huang
FiT: fiber-based tensor completion for drug repurposing. BCB (2022)
Yuanfang Ren, Aisharjya Sarkar, Aysegul Bumin, Kejun Huang, Pierangelo Veltri, Alin Dobra, Tamer Kahveci
Identification of co-existing embeddings of a motif in multilayer networks. BCB (2022)
Aysegul Bumin, Kejun Huang
Efficient Implementation of Stochastic Proximal Point Algorithm for Matrix and Tensor Completion. EUSIPCO (2021)