Accuracy Limits of Distance Estimation in Visible Light Systems with RGB LEDs. - Ilker Demirel; Sinan Gezici (PIMRC, 2019)

Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms. - Ilker Demirel; Cem Tekin (AISTATS, 2021)

Safe Linear Leveling Bandits. - Ilker Demirel; Mehmet Ufuk Ozdemir; Cem Tekin (CoRR, 2021)

ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. - Ilker Demirel; Ahmet Alparslan Celik; Cem Tekin (NeurIPS, 2022)

Federated Multi-Armed Bandits Under Byzantine Attacks. - Ilker Demirel; Yigit Yildirim; Cem Tekin (CoRR, 2022)

Distance and position estimation in visible light systems with RGB LEDs. - Ilker Demirel; Sinan Gezici (Digit. Signal Process., 2022)

Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. - Zeshan M. Hussain; Ming-Chieh Shih; Michael Oberst; Ilker Demirel; David A. Sontag (AISTATS, 2023)

Benchmarking Observational Studies with Experimental Data under Right-Censoring. - Ilker Demirel; Edward De Brouwer; Zeshan M. Hussain; Michael Oberst; Anthony Philippakis; David A. Sontag (AISTATS, 2024)

Prediction-powered Generalization of Causal Inferences. - Ilker Demirel; Ahmed M. Alaa; Anthony Philippakis; David A. Sontag (ICML, 2024)

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. - Hyewon Jeong; Sarah Jabbour; Yuzhe Yang 003; Rahul Thapa; Hussein Mozannar; William Jongwon Han; Nikita Mehandru; Michael Wornow; Vladislav Lialin; Xin Liu 034; Alejandro Lozano; Jiacheng Zhu; et al. (CoRR, 2024)

Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires. - Paidamoyo Chapfuwa; Ilker Demirel; Lorenzo Pisani; Javier Zazo; Elon Portugaly; H. Jabran Zahid; Julia Greissl (ICLR, 2025)

Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences. - Riccardo Cadei; Ilker Demirel; Piersilvio De Bartolomeis; Lukas Lindorfer; Sylvia Cremer; Cordelia Schmid; Francesco Locatello (CoRR, 2025)

Federated Multiarmed Bandits Under Byzantine Attacks. - Artun Saday; Ilker Demirel; Yigit Yildirim; Cem Tekin (IEEE Trans. Artif. Intell., 2025)