Preetum Nakkiran
Scholar

Preetum Nakkiran

Google Scholar ID: zithBbUAAAAJ
Apple ML Research
Machine LearningDeep LearningGeneralization
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Citations & Impact
All-time
Citations
3,588
 
H-index
26
 
i10-index
39
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
6 items
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
2025
Cited
0
Trace Length is a Simple Uncertainty Signal in Reasoning Models
2025
Cited
0
Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo
2025
Cited
0
Mechanisms of Projective Composition of Diffusion Models
2025
Cited
0
Normalizing Flows are Capable Generative Models
arXiv.org · 2024
Cited
9
A Formal Framework for Understanding Length Generalization in Transformers
arXiv.org · 2024
Cited
4
Resume (English only)
Co-authors
37 total
Boaz Barak
Boaz Barak
Harvard University
Co-author 2
Co-author 2
Arwen V Bradley
Arwen V Bradley
Apple
Joshua M Susskind
Joshua M Susskind
Apple
Co-author 5
Co-author 5
Etai Littwin
Etai Littwin
Research Scientist at Apple
Co-author 7
Co-author 7
Co-author 8
Co-author 8