Ilker Demirel
Scholar

Ilker Demirel

Google Scholar ID: pHAhVlQAAAAJ
PhD Student, MIT
Machine LearningHealthcareCausal InferenceGenerative ModelingStatistical Learning
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Citations & Impact
All-time
Citations
62
 
H-index
5
 
i10-index
2
 
Publications
14
 
Co-authors
12
list available
Contact
No contact links provided.
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
David Sontag
Professor, Massachusetts Institute of Technology
Co-author 2
Co-author 2
Zeshan M Hussain
Zeshan M Hussain
MD-PhD Student, Harvard Medical School, MIT
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Sinan Gezici
Sinan Gezici
Professor of Electrical and Electronics Engineering, Bilkent University
Ahmed M. Alaa
Ahmed M. Alaa
Assistant Professor, UC Berkeley and UCSF