DIG Seminar. September 6 th , 2018 The Statistical Learning Theory in Practical Problems Rodrigo Fernandes de Mello Universidade de São Paulo Instituto de Ciências Matemáticas e de Computação Departamento de Ciências de Computação http://www.icmc.usp.br/~mello [email protected]
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The Statistical Learning Theory in Practical Problems · The Nature of the Statistical Learning, Springer, 2011 Luxburg and Scholkopf, Statistical Learning Theory: Models, Concepts,
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DIG Seminar. September 6th, 2018
The Statistical Learning Theory in Practical Problems
● Vapnik, V. The Nature of the Statistical Learning, Springer, 2011
● Luxburg and Scholkopf, Statistical Learning Theory: Models, Concepts, and Results. Handbook of the History of Logic. Volume 10: Inductive Logic. Volume Editors: Dov M. Gabbay, Stephan Hartmann and John Woods, Elsevier, 2009
● Schölkopf, B., Smola, A. J., Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond, MIT, 2002