Sparse kernel SVMs via cutting-plane training

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · 1999 · 5.8K citations

Computing, Computer Science, Data Mining +16

Making Large-Scale SVM Learning Practical

Thorsten Joachims · Technical reports · 2006 · 4.3K citations · Full text

Computing, Computer Science, Algorithms +16

Training linear SVMs in linear time

Thorsten Joachims · 2006 · 2K citations

Computing, Computer Science, Data Science +17

Large Margin Methods for Structured and Interdependent Output Variables

Ioannis Tsochantaridis, Thorsten Joachims, Thomas Hofmann et al. · MPG.PuRe (Max Planck Society) · 2005 · 2K citations · Full text

Computing, Computer Science, Artificial Intelligence +7

Using the Nyström Method to Speed Up Kernel Machines

Christopher K. I. Williams, Matthias Seeger · 2000 · 1.5K citations

Computing, Computer Science, Algorithms +10