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Št. zadetkov: 23
Kernel Methods
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
Leto: 2005 Vir: videolectures.net
Kernel Tricks, Means and Ends
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
I will present my thoughts on what made kernel machines popular and what may or may not keep them going. I will also discuss applications in different domains, including computer graphics.
Leto: 2007 Vir: videolectures.net
Support Vector Machines and Kernels
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods;support vector machines
Leto: 2002 Vir: videolectures.net
Learning with Kernels
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods;support vector machines
The course will cover the basics of Support Vector Machines and related kernel methods. # Kernel and Feature Spaces # Large Margin Classification # Basic Ideas of Learning Theory # Support Vector Machines # Other Kernel Algorithms
Leto: 2003 Vir: videolectures.net
Introduction to Kernel Methods
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
The course will cover the basics of Support Vector Machines and related kerne methods: 1. Kernels and Feature Spaces \\ 2. Large Margin Classification \\ 3. Basic Ideas of Learning Theory \\ 4. Support Vector Machines \\ 5. Examples of Other Kernel Algorithms
Leto: 2004 Vir: videolectures.net
Learning with Kernels
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
The Course on Learning with Kernels covers * Elements of Statistical Learning Theory * Kernels and feature spaces * Support vector algorithms and other kernel methods * Applications
Leto: 2006 Vir: videolectures.net
Closing remarks
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: events
Leto: 2007 Vir: videolectures.net
Interview about past, present, future of MLSS
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;interviews
In this interview the Videolectures.Net team spoke to Bernhard Schölkopf at the MLSS 2007 in Tuebingen. We were interested how he sees the **social part of the school**, if he **still attends school with the same enthusiasm**, if the talks were too narrow and specialised or widely comprehensable and ...
Leto: 2007 Vir: videolectures.net
A discussion about ML
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;interviews
Leto: 2007 Vir: videolectures.net
Introduction to kernel methods
Bernhard Schölkopf
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
This lecture given by Mr. Bernhard Schölkop is combined with Mr. Smola and will encompass Part 2, Part 3, Part 4 of the complete lecture. Part 1 , 5, 6 of this lecture can be found here at [[mlss07_smola_intkmet|//Alex Smola's// "%title"]]
Leto: 2007 Vir: videolectures.net
Št. zadetkov: 23
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