Bernhard Schölkopf – författare
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13 produkter
Elements of Causal Inference
Foundations and Learning Algorithms
Av Jonas Peters, Dominik Janzing m. fl.
Inbunden, 2017
642 kr
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A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a …
Learning with Kernels
Support Vector Machines, Regularization, Optimization, and Beyond
Av Bernhard Schölkopf, Alexander J. Smola
Häftad, 2018
1250 kr
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Pattern Recognition
26th DAGM Symposium, August 30 - September 1, 2004, Proceedings
Av Carl Edward Rasmussen, Heinrich H. Bülthoff m. fl.
Häftad, 2004
566 kr
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We are delighted to present the proceedings of DAGM 2004, and wish to - press our gratitude to the many people whose e?orts made the success of the conference possible. We received 146 contributions of which we were able to - cept 22 as oral presentations and 48 as posters. Each paper received 3 …
Learning Theory and Kernel Machines
16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings
Av Bernhard Schölkopf, Manfred K. Warmuth
Häftad, 2003
1126 kr
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This volume contains papers presented at the joint 16th Annual Conference on Learning Theory (COLT) and the 7th Annual Workshop on Kernel Machines, heldinWashington,DC,USA,duringAugust24-27,2003.COLT,whichrecently merged with EuroCOLT, has traditionally been a meeting place for learning theorists. …
Empirical Inference
Festschrift in Honor of Vladimir N. Vapnik
Av Bernhard Schölkopf, Zhiyuan Luo m. fl.
Inbunden, 2014
566 kr
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This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new field of research, the theory of statistical learning and empirical inference; he has lived to see the …
Empirical Inference
Festschrift in Honor of Vladimir N. Vapnik
Av Bernhard Schölkopf, Zhiyuan Luo m. fl.
Häftad, 2016
550 kr
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This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new field of research, the theory of statistical learning and empirical inference; he has lived to see the …
Handbook of Statistical Bioinformatics
Av Henry Horng-Shing Lu, Bernhard Schölkopf m. fl.
Inbunden, 2022
2179 kr
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Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics and cutting-edge developments in computational biology. The three parts of the book cover …
Handbook of Statistical Bioinformatics
Av Henry Horng-Shing Lu, Bernhard Schölkopf
2022
665 kr
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Advances in Large-Margin Classifiers
Av Alexander J. Smola, Peter Bartlett m. fl.
Inbunden, 2000
130 kr
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Kernel Methods in Computational Biology
Av Bernhard Schölkopf, Koji Tsuda m. fl.
Inbunden, 2004
116 kr
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Semi-Supervised Learning
Av Olivier Chapelle, Bernhard Schölkopf m. fl.
Häftad, 2010
416 kr
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Handbook of Statistical Bioinformatics
Av Henry Horng-Shing Lu, Bernhard Schölkopf m. fl.
Häftad, 2013
2948 kr
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Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This volume …
