Nazmiye Ceren Abay

According to our database, Nazmiye Ceren Abay authored at least 5 papers between 2015 and 2024.

Collaborative distances:

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

2024

Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data.

Anup Shirgaonkar, Nikhil Pandey, Nazmiye Ceren Abay, Tolga Aktas, Vijay Aski

CoRR, 2024

2019

ChainNet: Learning on Blockchain Graphs with Topological Features.

Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani Thuraisingham

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Privacy Preserving Synthetic Data Release Using Deep Learning.

Nazmiye Ceren Abay, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Latanya Sweeney

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2015

A path-finding based method for concept discovery in graphs.

Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz

Proceedings of the 6th International Conference on Information, 2015

A Graph-Based Concept Discovery Method for n-Ary Relations.

Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015