Ilker Demirel
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(5)
Conferences
AISTATS (3)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(2)
observational study
(2)
regret bound
(2)
randomized controlled trial
(2)
observational studies
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
falsification testing
(1)
contextual bandit
(1)
combinatorial bandit
(1)
external validity
(1)
dose allocation
(1)
doubly robust estimator
(1)
triggering probability
(1)
conditional average treatment effect
(1)
precision medicine
(1)
conditional moment restriction
(1)
falsification test
(1)
doubly robust
(1)
sequential decision-making
(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
NIPS 2022
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms
AISTATS 2021