Ilker Demirel
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Healthcare & Medicine
(4)
Clinical
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Core Methods
(2)
Optimization
(2)
Reasoning
(2)
Bayesian & Probabilistic
(1)
Keywords
observational study
(3)
randomized controlled trial
(3)
causal inference
(3)
regret bound
(2)
sequential decision making
(1)
gaussian process
(1)
thompson sampling
(1)
generalization
(1)
multi-armed bandit
(1)
random projection
(1)
upper confidence bound
(1)
contextual bandit
(1)
combinatorial bandit
(1)
external validity
(1)
doubly robust estimator
(1)
triggering probability
(1)
conditional average treatment effect
(1)
precision medicine
(1)
conditional moment restriction
(1)
falsification test
(1)
Papers
Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires
ICLR 2025
Benchmarking Observational Studies with Experimental Data under Right-Censoring
AISTATS 2024
Prediction-powered Generalization of Causal Inferences
ICML 2024
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions
AISTATS 2023
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
NeurIPS 2022
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms
AISTATS 2021