Litcius/Paper detail

Rates of convergence for Laplacian semi-supervised learning with low labeling rates

Jeff Calder, Dejan Slepčev, Matthew Thorpe

2023Research in the Mathematical Sciences26 citationsDOI

Topics & Concepts

MathematicsLaplacian matrixLaplace operatorRate of convergenceDegenerate energy levelsCombinatoricsLogarithmRandom walkApplied mathematicsDiscrete mathematicsMathematical analysisComputer scienceStatisticsPhysicsComputer networkQuantum mechanicsChannel (broadcasting)Sparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesStatistical Methods and Inference