Demirel, Ilker

9 publications

ICLRW 2025 Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences Riccardo Cadei, Ilker Demirel, Piersilvio De Bartolomeis, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello

NeurIPS 2025 Prediction-Powered Causal Inferences Riccardo Cadei, Ilker Demirel, Piersilvio De Bartolomeis, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello

ICLR 2025 Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires Paidamoyo Chapfuwa, Ilker Demirel, Lorenzo Pisani, Javier Zazo, Elon Portugaly, H. Jabran Zahid, Julia Greissl

AISTATS 2024 Benchmarking Observational Studies with Experimental Data Under Right-Censoring Ilker Demirel, Edward De Brouwer, Zeshan M Hussain, Michael Oberst, Anthony A Philippakis, David Sontag

ICML 2024 Prediction-Powered Generalization of Causal Inferences Ilker Demirel, Ahmed Alaa, Anthony Philippakis, David Sontag

NeurIPSW 2024 Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires Paidamoyo Chapfuwa, Ilker Demirel, Lorenzo Pisani, Javier Zazo, Elon Portugaly, Jabran Zahid, Julia Greissl

AISTATS 2023 Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions Zeshan Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David Sontag

NeurIPS 2022 ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin

AISTATS 2021 Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms Ilker Demirel, Cem Tekin