Ilker Demirel

Orcid: 0000-0003-1035-8500

According to our database1, Ilker Demirel authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR, 2024

Prediction-powered Generalization of Causal Inferences.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Benchmarking Observational Studies with Experimental Data under Right-Censoring.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Distance and position estimation in visible light systems with RGB LEDs.
Digit. Signal Process., 2022

Federated Multi-Armed Bandits Under Byzantine Attacks.
CoRR, 2022

ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Safe Linear Leveling Bandits.
CoRR, 2021

Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019
Accuracy Limits of Distance Estimation in Visible Light Systems with RGB LEDs.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019


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