متابعة
Bernhard Schölkopf
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
بريد إلكتروني تم التحقق منه على tuebingen.mpg.de
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Learning with kernels: support vector machines, regularization, optimization, and beyond‏
B Schölkopf, AJ Smola‏
MIT press, 2002‏
25210*2002
A tutorial on support vector regression‏
AJ Smola, B Schölkopf‏
Statistics and computing 14, 199-222, 2004‏
161362004
Nonlinear component analysis as a kernel eigenvalue problem‏
B Schölkopf, A Smola, KR Müller‏
Neural computation 10 (5), 1299-1319, 1998‏
111991998
Semi-supervised learning‏
O Chapelle, B Schölkopf, A Zien‏
MIT Press, 2006‏
8046*2006
Estimating the support of a high-dimensional distribution‏
B Schölkopf, JC Platt, J Shawe-Taylor, AJ Smola, RC Williamson‏
Neural computation 13 (7), 1443-1471, 2001‏
76882001
Support vector machines‏
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf‏
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998‏
71801998
A kernel two-sample test‏
A Gretton, KM Borgwardt, MJ Rasch, B Schölkopf, A Smola‏
The Journal of Machine Learning Research 13 (1), 723-773, 2012‏
63972012
Learning with local and global consistency‏
D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf‏
Advances in neural information processing systems 16, 2003‏
56502003
An introduction to kernel-based learning algorithms‏
KR Muller, S Mika, G Ratsch, K Tsuda, B Scholkopf‏
IEEE Transactions on Neural Networks 12 (2), 181-201, 2001‏
5068*2001
Advances in kernel methods: support vector learning‏
B Schölkopf, A Burges, C.J.C.: Smola‏
The MIT press, 1999‏
4460*1999
Kernel principal component analysis‏
B Schölkopf, A Smola, KR Müller‏
International conference on artificial neural networks, 583-588, 1997‏
38611997
Fisher discriminant analysis with kernels‏
S Mika, G Rätsch, J Weston, B Schölkopf, K Müller‏
Neural networks for signal processing IX, 1999‏
38431999
New support vector algorithms‏
B Schölkopf, AJ Smola, RC Williamson, PL Bartlett‏
Neural computation 12 (5), 1207-1245, 2000‏
36262000
Support vector method for novelty detection‏
B Schölkopf, RC Williamson, A Smola, J Shawe-Taylor, J Platt‏
Advances in neural information processing systems 12, 1999‏
33031999
Kernel methods in machine learning‏
T Hofmann, B Schölkopf, AJ Smola‏
Annals of Statistics 36 (3), 1171-1220, 2008‏
30362008
A gene expression map of Arabidopsis thaliana development‏
M Schmid, TS Davison, SR Henz, UJ Pape, M Demar, M Vingron, ...‏
Nature genetics 37 (5), 501-506, 2005‏
28312005
A kernel method for the two-sample-problem‏
A Gretton, K Borgwardt, M Rasch, B Schölkopf, A Smola‏
Advances in neural information processing systems 19, 2006‏
28272006
Elements of causal inference: foundations and learning algorithms‏
J Peters, D Janzing, B Schölkopf‏
The MIT Press, 2017‏
24792017
A generalized representer theorem‏
B Schölkopf, R Herbrich, AJ Smola‏
International conference on computational learning theory, 416-426, 2001‏
24022001
Correcting sample selection bias by unlabeled data‏
J Huang, A Gretton, K Borgwardt, B Schölkopf, A Smola‏
Advances in neural information processing systems 19, 2006‏
22762006
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مقالات 1–20