109 citations · 636 across the 74 of their papers we have counts for
3 papers · 1 filter
On rigorous estimates of eigenspaces and eigenvalues of a matrix
Łukasz Struski, Jacek Tabor, Piotr Zgliczyński
We present a method of cones for rigorous estimations of eigenvectors, eigenspaces and eigenvalues of a matrix. The key notion is the cone-domination and is inspired by ideas from…
Cluster based RBF Kernel for Support Vector Machines
Wojciech Marian Czarnecki, Jacek Tabor
In the classical Gaussian SVM classification we use the feature space projection transforming points to normal distributions with fixed covariance matrices (identity in the standar…
Multithreshold Entropy Linear Classifier
Wojciech Marian Czarnecki, Jacek Tabor
Linear classifiers separate the data with a hyperplane. In this paper we focus on the novel method of construction of multithreshold linear classifier, which separates the data wit…