Chapter 1 Warped Mixture Models “What, exactly, is a cluster?” - Bernhard Schölkopf, personal communication Previous chapters showed how the probabilistic nature of GPs sometimes allows the automatic determination o

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What is Machine Learning? MLSS 2013 Bernhard Schölkopf Empirical Inference Department MPI for Intelligent Systems

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Support Vector Machines as Probabilistic Models Vojtěch Franc 1, Alex Zien 2, Bernhard Schölkopf 3 1

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Schölkopf, Bernhard | Statistische Lerntheorie und Empirische Inferenz Tätigkeitsbericht 2004 Informatik/Mathematik/Komplexe Systeme

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6.6. BERNHARD SCHÖLKOPF CHAPTER 6. EMPIRICAL INFERENCE 6.6 Bernhard Schölkopf Personal

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• Machine learning
• Cybernetics
• Computational neuroscience
• Conference on Neural Information Processing Systems
• Bernhard Schölkopf
• Max Planck Society
• Max Planck Institute for Biological Cybernetics
• International Conference on Machine Learning
• Terry Sejnowski
• Artificial intelligence
• Science
• Neuroscience

New Support Vector Algorithms Bernhard Scholkopf, GMD 1 Alex J. Smola, GMD 2 Robert Williamson, Australian National University 3 Peter Bartlett, Australian National University 4

Source URL: users.cecs.anu.edu.au

• Statistical classification
• Support vector machine
• Least squares
• Robust statistics
• Variance
• Quantile regression
• Least squares support vector machine
• Statistics
• Regression analysis
• Econometrics