Ilker Demirel

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Position Estimation

Multi Armed Bandits

Causal Inferences

Top Venues

Digit. Signal Process.

Publications

Ilker Demirel, Ahmed M. Alaa, Anthony Philippakis, David A. Sontag
Prediction-powered Generalization of Causal Inferences. CoRR (2024)
Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag
Benchmarking Observational Studies with Experimental Data under Right-Censoring. AISTATS (2024)
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai "Orson" Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR (2024)
Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. CoRR (2023)
Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS (2023)
Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. NeurIPS (2022)
Ilker Demirel, Sinan Gezici
Distance and position estimation in visible light systems with RGB LEDs. Digit. Signal Process. 123 (2022)
Ilker Demirel, Yigit Yildirim, Cem Tekin
Federated Multi-Armed Bandits Under Byzantine Attacks. CoRR (2022)
Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. CoRR (2021)
Ilker Demirel, Cem Tekin
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms. AISTATS (2021)
Ilker Demirel, Sinan Gezici
Distance and Position Estimation in Visible Light Systems with RGB LEDs. CoRR (2021)
Ilker Demirel, Mehmet Ufuk Ozdemir, Cem Tekin
Safe Linear Leveling Bandits. CoRR (2021)
Ilker Demirel, Sinan Gezici
Accuracy Limits of Distance Estimation in Visible Light Systems with RGB LEDs. PIMRC (2019)