Jonas Peters, Dominik Janzing, Bernhard Schölkopf - Elements of Causal Inference_ Foundations and Learning Algorithms-The MIT Press (2017).pdf

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Machine Learning/Information Science and Statistics [Jordan, Kleinberg, Scholkopf].pdf

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Chapelle O. (Ed), Scholkopf B. (Ed), Zien A. (Ed) - Semi-Supervised Learning(2006)(508).pdf

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Нелинейный метод главных компонент/Статьи/scholkopf_kernel.pdf

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Нелинейный метод главных компонент/Статьи/scholkopf_kernel.pdf

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9780262033589.MIT_Press.Semi-Supervised_Learning.Chapelle,_Olivier_&_Scholkopf,_Bernhard_&_Zien,_Alexander.Jul.2006.pdf

9780262195096.MIT_Press.Kernel_Methods_in_Computational_BiologyBernhard_Scholkopf_&_Istrail,_Sorin_&_Pevzner,_Pavel_A_Jul.2004.pdf

9780262194488.MIT_Press.Advances_in_Large_Margin_Classifiers.Smr_Machine_Lea_Bernhard_Scholkopf_&_Scholkopf,_Bernhard.Jul.2000.pdf

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9780262037310.MIT.Elements_of_Causal_Inference_FoundatioPeters,_Jonas_&_Janzing,_Dominik_&_Scholkopf,_Bernhard.Nov.2017.epub

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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/05_a-smola-and-b-scholkopf-a-tutorial-on-support-vector-regression-statistics-and_instructions.html

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[2002] - Learning with Kernels - Support Vector Machines, Regularization, Optimization, and Beyond - [B. Scholkopf, A. Smola] - [MIT Press].pdf

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Russian/Статьи/Нелинейный метод главных компонент/Статьи/scholkopf_kernel.pdf

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Smola_A.J.,_Scholkopf_B._A_Tutorial_on_Support_Vector_Regression_(2003)(en)(24s).pdf

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Smola_A.J.,_Scholkopf_B._A_Tutorial_on_Support_Vector_Regression_(2003)(en)(24s).pdf

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Machine Learning Summer School (MLSS), Bordeaux 2011/Kernel Methods by Bernhard Schölkopf, 2011/1.flv

Machine Learning Summer School (MLSS), Bordeaux 2011/Kernel Methods by Bernhard Schölkopf, 2011/2.flv

Machine Learning Summer School (MLSS), Bordeaux 2011/Kernel Methods by Bernhard Schölkopf, 2011/3.flv

Machine Learning Summer School (MLSS), Bordeaux 2011/Kernel Methods by Bernhard Schölkopf, 2011/descr.txt

Machine Learning Summer School (MLSS), Bordeaux 2011/Kernel Methods by Bernhard Schölkopf, 2011/slide_descr.txt

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Russian/Статьи/Нелинейный метод главных компонент/Статьи/scholkopf_kernel.pdf

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Bakir G., Hofmann T., Scholkopf - Predicting Structured Data (2007)(348s).pdf

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Scholkopf B., Smola A. J. - Learning with Kernels. Support Vector Machines, Regularization, Optimization, and Beyond(2001)(632).pdf

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Smola_A.J.,_Scholkopf_B._A_Tutorial_on_Support_Vector_Regression_(2003)(en)(24s).pdf

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