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Ilker Demirel
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2020 – today
- 2024
- [c6]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: 4285-4293 - [c5]Ilker Demirel, Ahmed M. Alaa, Anthony Philippakis, David A. Sontag:
Prediction-powered Generalization of Causal Inferences. ICML 2024 - [i7]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
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR abs/2403.01628 (2024) - [i6]Ilker Demirel, Ahmed M. Alaa, Anthony Philippakis, David A. Sontag:
Prediction-powered Generalization of Causal Inferences. CoRR abs/2406.02873 (2024) - 2023
- [c4]Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS 2023: 5869-5898 - [i5]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 abs/2301.13133 (2023) - 2022
- [j1]Ilker Demirel
Distance and position estimation in visible light systems with RGB LEDs. Digit. Signal Process. 123: 103423 (2022) - [c3]Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin:
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. NeurIPS 2022 - [i4]Ilker Demirel, Yigit Yildirim, Cem Tekin:
Federated Multi-Armed Bandits Under Byzantine Attacks. CoRR abs/2205.04134 (2022) - 2021
- [c2]Ilker Demirel, Cem Tekin:
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms. AISTATS 2021: 3844-3852 - [i3]Ilker Demirel, Sinan Gezici:
Distance and Position Estimation in Visible Light Systems with RGB LEDs. CoRR abs/2106.00396 (2021) - [i2]Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin:
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. CoRR abs/2111.13415 (2021) - [i1]Ilker Demirel, Mehmet Ufuk Ozdemir, Cem Tekin:
Safe Linear Leveling Bandits. CoRR abs/2112.06728 (2021)
2010 – 2019
- 2019
- [c1]Ilker Demirel
Accuracy Limits of Distance Estimation in Visible Light Systems with RGB LEDs. PIMRC 2019: 1-6
Coauthor Index
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