Scholar
Ilker Demirel
Google Scholar ID: pHAhVlQAAAAJ
PhD Student, MIT
Machine Learning
Healthcare
Causal Inference
Generative Modeling
Statistical Learning
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Citations & Impact
All-time
Citations
62
H-index
5
i10-index
2
Publications
14
Co-authors
12
list available
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Publications
5 items
LLMs can construct powerful representations and streamline sample-efficient supervised learning
2026
Cited
0
Using LLMs for Late Multimodal Sensor Fusion for Activity Recognition
2025
Cited
0
Uncovering Bias Mechanisms in Observational Studies
2025
Cited
0
Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences
2025
Cited
0
Federated Multi-Armed Bandits Under Byzantine Attacks
IEEE Transactions on Artificial Intelligence · 2022
Cited
12
Resume (English only)
Co-authors
12 total
David Sontag
Professor, Massachusetts Institute of Technology
Cem Tekin
Associate Professor, Bilkent University, Turkey
Zeshan M Hussain
MD-PhD Student, Harvard Medical School, MIT
Co-author 4
Co-author 5
Co-author 6
Sinan Gezici
Professor of Electrical and Electronics Engineering, Bilkent University
Ahmed M. Alaa
Assistant Professor, UC Berkeley and UCSF
