Items where Author is "Aydın, Soner"

Article

Aydın, Soner and Yıldırım, Sinan (2025) Bayesian frequency estimation under local differential privacy with an adaptive randomized response mechanism. ACM Transactions on Knowledge Discovery from Data, 19 (2). ISSN 1556-4681 (Print) 1556-472X (Online)

Papers in Conference Proceedings

Yıldırım, Sinan and Kaya, Kamer and Aydın, Soner and Erentuğ, Hakan Buğra (2020) Differentially private frequency sketches for intermittent queries on large data streams. In: IEEE International Conference on Big Data (Big Data), Atlanta, GA, USA

Thesis

Aydın, Soner (2024) Bayesian methods for tackling complex inferential problems in data science. [Thesis]

Aydın, Soner (2017) Link prediction models for recommendation in academic collaboration network of Turkey. [Thesis]