1 citations · 1 across the 3 of their papers we have counts for
3 papers
Local Approximations, Real Interpolation and Machine Learning
Eric Setterqvist, Natan Kruglyak, Robert Forchheimer
We suggest a novel classification algorithm that is based on local approximations and explain its connections with Artificial Neural Networks (ANNs) and Nearest Neighbour classifie…
An Improved Nearest Neighbour Classifier
Eric Setterqvist, Natan Kruglyak, Robert Forchheimer
A windowed version of the Nearest Neighbour (WNN) classifier for images is described. While its construction is inspired by the architecture of Artificial Neural Networks, the unde…
A unified approach to compatibility theorems on invertible interpolated operators
Irina Asekritova, Natan Kruglyak, Mieczysław Mastyło
We prove the stability of isomorphisms between Banach spaces generated by interpolation methods introduced by Cwikel-Kalton-Milman-Rochberg which includes, as special cases, the re…