Alexander A. Alemi
Alexander A. Alemi has 2 papers in our library, in 2016–2024, most of them on Reasoning; often with Christian Szegedy, Francois Chollet, Geoffrey Irving.
OpenAlex · ORCID · Wikidata · h-index 18 · 52 works · 18,249 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 224 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6823
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputational Theory and Mathematics · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
2010s
Papers
- DeepMath - Deep Sequence Models for Premise Selection (2016 · 178 citations)
Automated theorem provers (ATPs) slow down badly when given a very large library of facts. Choosing a small set of useful premises for a new conjecture is therefore a major bottleneck in formalizing mathematics. The authors treat premise selection as a pairwise scoring task. Two separate neural encoders turn a… - Scaling Exponents Across Parameterizations and Optimizers (2024 · 15 citations)
Scaling a Transformer from small to large width requires choosing how the initialization, parameter multipliers and learning rates change with width.
All works
- DeepMath - Deep Sequence Models for Premise SelectionarXiv:1606.04442Alex A. Alemi, Francois Chollet, Niklas Een, et al.2016 · 178 citations
- Scaling Exponents Across Parameterizations and OptimizersarXiv:2407.05872Katie Everett, Lechao Xiao, Mitchell Wortsman, et al.2024 · 15 citations
- Tree-Structured Variational Autoencoder ↗no summary yetRichard Shin et al.2017 · 3 citations
Co-authors here
- Christian Szegedy
- Francois Chollet
- Geoffrey Irving
- Izzeddin Gur
- Jaehoon Lee
- Jascha Sohl-Dickstein
- Jeffrey Pennington
- Josef Urban
- Leslie Pack Kaelbling
- Mitchell Wortsman
- Niklas Een
- Peter J. Liu
Cited by
Updated
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