Scholar
Preetum Nakkiran
Google Scholar ID: zithBbUAAAAJ
Apple ML Research
Machine Learning
Deep Learning
Generalization
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Citations & Impact
All-time
Citations
3,868
H-index
26
i10-index
41
Publications
20
Co-authors
37
list available
Publications
7 items
Annotations Mitigate Post-Training Mode Collapse
2026
Cited
0
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
Co-authors
14 total
Boaz Barak
Harvard University
Arwen V Bradley
Apple
Joshua M Susskind
Apple
Hattie Zhou
Mila; Université de Montréal
Etai Littwin
Research Scientist at Apple
Nihar B. Shah
ML and CS departments, Carnegie Mellon University
Kannan Ramchandran
Professor of Electrical Engineering and Computer Science, UC Berkeley
Fred Zhang
Google DeepMind
