| Learning with kernels: Support vector machines, regularization, optimization, and beyond B Schölkopf, AJ Smola the MIT Press, 2002 | 25588* | 2002 |
| A tutorial on support vector regression AJ Smola, B Schölkopf Statistics and computing 14 (3), 199-222, 2004 | 16598 | 2004 |
| Nonlinear component analysis as a kernel eigenvalue problem B Schölkopf, A Smola, KR Müller Neural computation 10 (5), 1299-1319, 1998 | 11324 | 1998 |
| Support vector regression machines H Drucker, CJ Burges, L Kaufman, A Smola, V Vapnik Advances in neural information processing systems 9, 1996 | 7767 | 1996 |
| 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 | 6893 | 2012 |
| Hierarchical attention networks for document classification Z Yang, D Yang, C Dyer, X He, A Smola, E Hovy Proceedings of the 2016 conference of the North American chapter of the …, 2016 | 6474 | 2016 |
| 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 | 6265 | 2001 |
| Support vector method for function approximation, regression estimation and signal processing V Vapnik, S Golowich, A Smola Advances in neural information processing systems 9, 1996 | 4607 | 1996 |
| New support vector algorithms B Schölkopf, AJ Smola, RC Williamson, PL Bartlett Neural computation 12 (5), 1207-1245, 2000 | 3900 | 2000 |
| Kernel principal component analysis B Schölkopf, A Smola, KR Müller International conference on artificial neural networks, 583-588, 1997 | 3656 | 1997 |
| 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 | 3453 | 1999 |
| Deep sets M Zaheer, S Kottur, S Ravanbakhsh, B Poczos, RR Salakhutdinov, ... Advances in neural information processing systems 30, 2017 | 3367 | 2017 |
| Kernel methods in machine learning T Hofmann, B Schölkopf, AJ Smola | 3155 | 2008 |
| 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 | 2966 | 2006 |
| Communication efficient distributed machine learning with the parameter server M Li, DG Andersen, A Smola, K Yu Advances in neural information processing systems 27, 2014 | 2921 | 2014 |
| Advances in kernel methods: support vector learning B Schölkopf, CJC Burges, AJ Smola MIT press, 1999 | 2713 | 1999 |
| A generalized representer theorem B Schölkopf, R Herbrich, AJ Smola International conference on computational learning theory, 416-426, 2001 | 2482 | 2001 |
| Stacked attention networks for image question answering Z Yang, X He, J Gao, L Deng, A Smola Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 2472 | 2016 |
| Estimating the support of a high-dimensional distribution JC Platt, JS Shawe-Taylor, AJ Smola, RC Williamson Neural computation 13 (7), 1443-1471, 2001 | 2375 | 2001 |
| 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 | 2346 | 2006 |
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Arthur GrettonGatsby Computational Neuroscience Unit and Google DeepmindVerified email at gatsby.ucl.ac.uk
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Klaus-Robert MüllerTU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, GermanyVerified email at tu-berlin.de
Mu LiAmazonVerified email at amazon.com
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryVerified email at biochem.mpg.de
S V N VishwanathanAmazonVerified email at amazon.com
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Le SongGenBio AI, Mohamed bin Zayed University of Artificial IntelligenceVerified email at mbzuai.ac.ae
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Gunnar RätschProfessor, ETH ZürichVerified email at inf.ethz.ch
Quoc V. LeResearch Scientist, GoogleVerified email at stanford.edu
vapnikProfessor of Columbia, Fellow of NEC Labs America, Verified email at nec-labs.com
Sebastian MikaVerified email at sebastianmika.info
Jonas MuellerCleanlabVerified email at csail.mit.edu
Alexandros KaratzoglouGoogle DeepmindVerified email at google.com
John C. PlattGoogleVerified email at google.com