עקוב אחר
Arthur Gretton
Arthur Gretton
Gatsby Computational Neuroscience Unit and Google Deepmind
כתובת אימייל מאומתת בדומיין gatsby.ucl.ac.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
63442012
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
28052006
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
22662006
Measuring statistical dependence with Hilbert-Schmidt norms‏
A Gretton, O Bousquet, A Smola, B Schölkopf‏
International conference on algorithmic learning theory, 63-77, 2005‏
21282005
Integrating structured biological data by kernel maximum mean discrepancy‏
KM Borgwardt, A Gretton, MJ Rasch, HP Kriegel, B Schölkopf, AJ Smola‏
Bioinformatics 22 (14), e49-e57, 2006‏
18232006
Demystifying mmd gans‏
M Bińkowski, DJ Sutherland, M Arbel, A Gretton‏
arXiv preprint arXiv:1801.01401, 2018‏
17512018
A kernel statistical test of independence‏
A Gretton, K Fukumizu, C Teo, L Song, B Schölkopf, A Smola‏
Advances in neural information processing systems 20, 2007‏
11452007
A Hilbert space embedding for distributions‏
A Smola, A Gretton, L Song, B Schölkopf‏
International conference on algorithmic learning theory, 13-31, 2007‏
10352007
Ranking on data manifolds‏
D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf‏
Advances in neural information processing systems 16, 2003‏
9932003
Hilbert space embeddings and metrics on probability measures‏
BK Sriperumbudur, A Gretton, K Fukumizu, B Schölkopf, GRG Lanckriet‏
The Journal of Machine Learning Research 11, 1517-1561, 2010‏
9082010
Covariate shift by kernel mean matching‏
A Gretton, A Smola, J Huang, M Schmittfull, K Borgwardt, B Schölkopf‏
Dataset shift in machine learning 3 (4), 5, 2009‏
8722009
Optimal kernel choice for large-scale two-sample tests‏
A Gretton, D Sejdinovic, H Strathmann, S Balakrishnan, M Pontil, ...‏
Advances in neural information processing systems 25, 2012‏
8432012
Equivalence of distance-based and RKHS-based statistics in hypothesis testing‏
D Sejdinovic, B Sriperumbudur, A Gretton, K Fukumizu‏
The annals of statistics, 2263-2291, 2013‏
8282013
Kernel measures of conditional dependence‏
K Fukumizu, A Gretton, X Sun, B Schölkopf‏
Advances in neural information processing systems 20, 2007‏
7662007
Feature selection via dependence maximization‏
L Song, A Smola, A Gretton, J Bedo, K Borgwardt‏
The Journal of Machine Learning Research 13, 1393-1434, 2012‏
5162012
Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information‏
A Belitski, A Gretton, C Magri, Y Murayama, MA Montemurro, ...‏
Journal of Neuroscience 28 (22), 5696-5709, 2008‏
4882008
Kernel methods for measuring independence.‏
A Gretton, R Herbrich, A Smola, O Bousquet, B Schölkopf, A Hyvärinen‏
Journal of Machine Learning Research 6 (12), 2005‏
4862005
Supervised feature selection via dependence estimation‏
L Song, A Smola, A Gretton, KM Borgwardt, J Bedo‏
Proceedings of the 24th international conference on Machine learning, 823-830, 2007‏
4782007
On the empirical estimation of integral probability metrics‏
BK Sriperumbudur, K Fukumizu, A Gretton, B Schölkopf, GRG Lanckriet‏
3822012
A kernel test of goodness of fit‏
K Chwialkowski, H Strathmann, A Gretton‏
International conference on machine learning, 2606-2615, 2016‏
3722016
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מאמרים 1–20