Multi Class SVM - Batch and Online Algorithm
A batch and online learning algorithms for multiclass large margin
classifiers.
Please see the README
for more details.
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Penn StructLearn
The library contains tools for both
classification and sequence learning using online algorithms.
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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
using Bregman
Divergences.
Please see
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.
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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.
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Library written for sequences by Avihai Mejer (
paper )
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