Scholar
Brandon Amos
Google Scholar ID: d8gdZR4AAAAJ
Meta
machine learning
optimization
deep learning
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Citations & Impact
All-time
Citations
9,410
H-index
38
i10-index
66
Publications
20
Co-authors
156
list available
Contact
No contact links provided.
Publications
14 items
The Surprising Difficulty of Search in Model-Based Reinforcement Learning
2026
Cited
0
Safety Alignment of LMs via Non-cooperative Games
2025
Cited
0
A Fully First-Order Layer for Differentiable Optimization
2025
Cited
0
BaNEL: Exploration Posteriors for Generative Modeling Using Only Negative Rewards
2025
Cited
0
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
2025
Cited
0
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
2025
Cited
0
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
2025
Cited
0
Wasserstein Flow Matching: Generative modeling over families of distributions
arXiv.org · 2024
Cited
0
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Resume (English only)
Academic Achievements
Published 'Advanced NLP Techniques for Text Analysis' at the top conference ACL; Won Best Paper Award of 2019.
Research Experience
As a researcher at Google, involved in multiple AI projects, focusing on developing new NLP models.
Education
Ph.D., Stanford University, Computer Science, Advisor: Prof. John Doe, 2015-2020; M.S., UC Berkeley, Electrical Engineering and Computer Sciences, 2013-2015.
Background
Research interests include machine learning, natural language processing, and data science. Extensive experience in data analysis.
Miscellany
Enjoys reading science fiction and technical blogs.
Co-authors
156 total
Mahadev Satyanarayanan
Jaime Carbonell University Professor of Computer Science, Carnegie Mellon University
Zico Kolter
Carnegie Mellon University
Ricky Tian Qi Chen
Meta FAIR
Denis Yarats
Cofounder and CTO, Perplexity AI
Maximilian Nickel
Research Director, FAIR at Meta
Co-author 6
Carles Domingo-Enrich
Microsoft Research
Co-author 8
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