compatibility estimation 1graph representation 1label propagation 1node classification 1semi-supervised learning 1sparse data 1
From the 1 of 1.7k papers with an AI index.
6.1k citations
- Princeton UniversityUS415 papers
- Centre National de la Recherche ScientifiqueFR413 papers
- Fermi National Accelerator LaboratoryUS411 papers
- RWTH Aachen UniversityDE395 papers
- Charles UniversityCZ391 papers
- Northwestern UniversityUS391 papers
- University of Nebraska–LincolnUS389 papers
- Tata Institute of Fundamental ResearchIN388 papers
- University of California, RiversideUS385 papers
- Florida State UniversityUS383 papers
- University of Illinois ChicagoUS383 papers
- Imperial College LondonGB382 papers
Showing 2017 · hep-thShow all
2 papers · 2 filters
hep-th2017★ 113 cited
Machine Learning in the String Landscape
Jonathan Carifio, James Halverson, Dmitri Krioukov +1
We utilize machine learning to study the string landscape. Deep data dives and conjecture generation are proposed as useful frameworks for utilizing machine learning in the landsca…
hep-th2017★ 68 cited
On Algorithmic Universality in F-theory Compactifications
James Halverson, Cody Long, Benjamin Sung
We study universality of geometric gauge sectors in the string landscape in the context of F-theory compactifications. A finite time construction algorithm is presented for $\frac4…