Multi Class SVM - Batch and Online Algorithm
A batch and online learning algorithms for multiclass large margin
Please see the README
for more details.
The library contains tools for both
classification and sequence learning using online algorithms.
One Class Algorithm based on Rate-Distortion theory
An algorithm to choose a coherent subset of points from a large
set. Distance is between points to points and points to centroids is measured
A Rate-Distortion One-Class Model and its Applications to Clustering for details.
After extracting the code, execute run_toy_data.m. It will run the algorithm
while annealing beta.
Confidence Weighted Learning Library (email me for details)
Matlab code for diagonal matrices: Download
A collection of most confidence weighted learning algorithm into a
library written in java.
Library written for sequences by Avihai Mejer (