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PUBLIC MARKS from ogrisel with tag online

August 2008

lasvm [Léon Bottou]

(via)
LASVM is an approximate SVM solver that uses online approximation. It reaches accuracies similar to that of a real SVM after performing a single sequential pass through the training examples. Further benefits can be achieved using selective sampling techniques to choose which example should be considered next. As show in the graph, LASVM requires considerably less memory than a regular SVM solver. This becomes a considerable speed advantage for large training sets. In fact LASVM has been used to train a 10 class SVM classifier with 8 million examples on a single processor.

May 2007

obousquet - ML Videos

Online videos of talks or lectures about Machine Learning related topics

April 2007

Journal of Machine Learning Research Homepage

by 1 other (via)
The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online.

November 2006

Dictionary of the History of Ideas

by 1 other (via)
The Dictionary of the History of Ideas: Studies of Selected Pivotal Ideas, edited by Philip P. Wiener, was published by Charles Scribner's Sons, New York, in 1973-74. The Dictionary of the History of Ideas also appeared in Chinese- and Japanese-language editions. Online electronic version.

ogrisel's TAGS related to tag online

ebook +   history +   ideas +   journal +   machine learning +   memetic +   memory +   mit +   pdf +   scalability +   support vector machines +   svm +   tutorial +   video +