Representing the Unification of Text Featurization using a Context-Free Grammar. - Doruk Kilitçioglu; Serdar Kadioglu (AAAI, 2021)

Bias mitigation in recommender systems to improve diversity. - Du Cheng; Doruk Kilitçioglu; Serdar Kadioglu (CIKM Workshops, 2022)

Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It. - Doruk Kilitçioglu; Serdar Kadioglu (Trans. Mach. Learn. Res., 2022)

Pyrorank: A Novel Nature-Inspired Algorithm to Promote Diversity in Recommender Systems. - Doruk Kilitçioglu; Nicholas Greenquist; Anasse Bari (ICSI (2), 2023)