Support Vector Machines

Estimating the Support of a High-Dimensional Distribution

John Platt, Bernhard Schölkopf, John Shawe-Taylor, Alex J. Smola, Robert C. Williamson

MSR-TR-99-87 | November 1999

Publication

Large Margin DAG’s for Multiclass Classification

John Platt, Nello Cristianini, John Shawe-Taylor

Proc. Advances in Neural Information Processing Systems 12 | January 1999

Publication

Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines

John Platt

MSR-TR-98-14 | April 1998

Published by Microsoft

PDF Publication

Fast Training of Support Vector Machines Using Sequential Minimal Optimization

John Platt

Advances in Kernel Methods - Support Vector Learning | January 1998

Advances in Kernel Methods - Support Vector Learning

Publication

Inductive Learning Algorithms and Representations for Text Categorization

Susan Dumais, John Platt, David Heckerman, Mehran Sahami

7th International Conference on Information and Knowledge Management | January 1998

Publication Publication

Estimating the Support of a High-Dimensional Distribution

John Platt, Bernhard Schölkopf, John Shawe-Taylor, Alex J. Smola, Robert C. Williamson

MSR-TR-99-87 | November 1999

Publication

Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines

John Platt

MSR-TR-98-14 | April 1998

Published by Microsoft

PDF Publication

Inductive Learning Algorithms and Representations for Text Categorization

Susan Dumais, John Platt, David Heckerman, Mehran Sahami

7th International Conference on Information and Knowledge Management | January 1998

Publication Publication

Estimating the Support of a High-Dimensional Distribution

John Platt, Bernhard Schölkopf, John Shawe-Taylor, Alex J. Smola, Robert C. Williamson

MSR-TR-99-87 | November 1999

Publication

Large Margin DAG’s for Multiclass Classification

John Platt, Nello Cristianini, John Shawe-Taylor

Proc. Advances in Neural Information Processing Systems 12 | January 1999

Publication

Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines

John Platt

MSR-TR-98-14 | April 1998

Published by Microsoft

PDF Publication

Fast Training of Support Vector Machines Using Sequential Minimal Optimization

John Platt

Advances in Kernel Methods - Support Vector Learning | January 1998

Advances in Kernel Methods - Support Vector Learning

Publication

Estimating the Support of a High-Dimensional Distribution

John Platt, Bernhard Schölkopf, John Shawe-Taylor, Alex J. Smola, Robert C. Williamson

MSR-TR-99-87 | November 1999

Publication

Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines

John Platt

MSR-TR-98-14 | April 1998

Published by Microsoft

PDF Publication

Large Margin DAG’s for Multiclass Classification

John Platt, Nello Cristianini, John Shawe-Taylor

Proc. Advances in Neural Information Processing Systems 12 | January 1999

Publication

Inductive Learning Algorithms and Representations for Text Categorization

Susan Dumais, John Platt, David Heckerman, Mehran Sahami

7th International Conference on Information and Knowledge Management | January 1998

Publication Publication

Fast Training of Support Vector Machines Using Sequential Minimal Optimization

John Platt

Advances in Kernel Methods - Support Vector Learning | January 1998

Advances in Kernel Methods - Support Vector Learning

Publication