Alihan Hüyük
University of Cambridge
H-index: 7
Europe-United Kingdom
Top articles of Alihan Hüyük
Adaptive experiment design with synthetic controls
2024/5
Alihan Hüyük
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Defining expertise: Applications to treatment effect estimation
2024/5
When is off-policy evaluation useful? A data-centric perspective
2024/5
Query-dependent prompt evaluation and optimization with offline inverse RL
2024/5
Accountability in offline reinforcement learning: Explaining decisions with a corpus of examples
2023
Active observing continuous-time control
2023/12
Alihan Hüyük
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Optimising human-AI collaboration by learning convincing explanations
2023/11
Adaptive identification of populations with treatment benefit in clinical trials: Machine learning challenges and solutions
International Conference on Machine Learning (ICML)
2023/7
When to make and break commitments?
2023/5
Neural Laplace control for continuous-time delayed systems
2023/4
Online decision mediation
2022
Inverse contextual bandits: Learning how behavior evolves over time
2022
MARS: Assisting human with information processing tasks using machine learning
ACM Transactions on Computing for Healthcare
2022/4
Inferring lexicographically-ordered rewards from preferences
2022/2
Alihan Hüyük
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Adaptively identifying good patient populations in clinical trials
2022
The Medkit-Learn(ing) environment: Medical decision modelling through simulation
2021/12
Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation
2021
Inverse decision modeling: Learning interpretable representations of behavior
2021/7
Learning "what-if" explanations for sequential decision-making
2021
Explaining by imitating: Understanding decisions by interpretable policy learning
2021
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