High-Dimensional Probability: An Introduction with Applications in Data Science
Omiros Papaspiliopoulos
Abstract
© 2018, Cambridge University Press Let us summarize our findings. A random projection of a set T in R n onto an m-dimensional subspace approximately preserves the geometry of T if m ⪆ d ( T ) . For...
Topics & Concepts
Projection (relational algebra)MathematicsSubspace topologyMathematical economicsCombinatoricsEconometricsComputer scienceStatistical physicsPhysicsAlgorithmMathematical analysisBayesian Methods and Mixture ModelsStatistical Methods and InferenceSoil Geostatistics and Mapping