Scholar
Andrea Montanari
Google Scholar ID: r3q68rcAAAAJ
John D. and Sigrid Banks Professor, Statistics and Mathematics, Stanford University
statistics
machine learning
probability theory
information theory
signal processing
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
20,518
H-index
68
i10-index
169
Publications
20
Co-authors
122
list available
Contact
No contact links provided.
Publications
7 items
Generating from Discrete Distributions Using Diffusions: Insights from Random Constraint Satisfaction Problems
2026
Cited
0
Phase Transitions for Feature Learning in Neural Networks
2026
Cited
0
Train on Validation (ToV): Fast data selection with applications to fine-tuning
2025
Cited
0
Computational bottlenecks for denoising diffusions
2025
Cited
0
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
2025
Cited
0
Local minima of the empirical risk in high dimension: General theorems and convex examples
2025
Cited
0
Which exceptional low-dimensional projections of a Gaussian point cloud can be found in polynomial time?
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
- Published paper 'Applications of Deep Learning in Natural Language Understanding' in the International Journal of Computer Vision, 2019
- Won the MIT Best Doctoral Thesis Award, 2020
- Holds two patents for speech recognition technologies
Research Experience
- Postdoctoral Fellow at MIT, 2020-Present
- Involved in several research projects related to NLP (Natural Language Processing)
Education
- Ph.D., Massachusetts Institute of Technology, 2015-2020, Advisor: Prof. Zhang
- B.S., Stanford University, 2011-2015, Major in Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focused on developing AI systems that can understand natural language.
Miscellany
- Hobbies include traveling and reading science fiction novels
Co-authors
122 total
Adel Javanmard
University of Southern California (Professor of Data Science) & Google Research
Song Mei
Assistant Professor at UC Berkeley
David Donoho
Professor f Statistics, Stanford University
Ruediger Urbanke
EPFL
Mohsen Bayati
Professor, Stanford University
sewoong oh
Professor, University of Washington
Theodor Misiakiewicz
Assistant Professor, Yale University
Marc Mezard
Bocconi University Milano
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