Shinichi Nakajima

Cited by

	All	Since 2018
Citations	3389	1918
h-index	22	18
i10-index	44	31

520

260

130

390

2004200520062007200820092010201120122013201420152016201720182019202020212022202312 5 18 17 27 60 89 114 155 163 187 188 196 213 258 281 301 439 510 126

Public access

View all

23 articles

3 articles

available

not available

Based on funding mandates

Co-authors

Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Klaus-Robert MüllerTU Berlin & Korea University & Google Brain & Max Planck Institute for Informatics, GermanyVerified email at tu-berlin.de
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalVerified email at atr.jp
S. Derin BabacanAmazonVerified email at amazon.com
Wojciech SamekProfessor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD FellowVerified email at tu-berlin.de
Marius KloftTU KaiserslauternVerified email at cs.uni-kl.de
Hisashi KashimaProfessor, Kyoto UniversityVerified email at i.kyoto-u.ac.jp
Alexander BinderAssociate Professor, Singapore Institute of Technology (SIT) and University of Oslo (UiO)Verified email at singaporetech.edu.sg
Ryota TomiokaMicrosoft Research CambridgeVerified email at microsoft.com
Tsuyoshi IdeIBM T. J. Watson Research CenterVerified email at us.ibm.com
Paul von Bünauidalab GmbHVerified email at idalab.de
Ulf BrefeldLeuphana Universität LüneburgVerified email at leuphana.de
Jun SeseHumanome Lab Inc.Verified email at humanome.jp
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de
Kazuho WatanabeToyohashi University of TechnologyVerified email at cs.tut.ac.jp
Christoph LippertProfessor, Hasso Plattner Institute, Universität PotsdamVerified email at hpi.de
Stephan MandtAssociate Professor, University of California, IrvineVerified email at uci.edu
Takeuchi IchiroProfessor, Nagoya UniversityVerified email at mae.nagoya-u.ac.jp
John CunninghamProfessor, Columbia UniversityVerified email at columbia.edu

Shinichi Nakajima

Machine Learning Group, Technische Universität Berlin

Verified email at tu-berlin.de - Homepage

Machine Learning Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Direct importance estimation with model selection and its application to covariate shift adaptation M Sugiyama, S Nakajima, H Kashima, P Buenau, M Kawanabe Advances in neural information processing systems 20, 2007	908	2007
Direct importance estimation for covariate shift adaptation M Sugiyama, T Suzuki, S Nakajima, H Kashima, P B nau, M Kawanabe Annals of the Institute of Statistical Mathematics 60 (4), 699-746, 2008	414	2008
Semi-supervised local Fisher discriminant analysis for dimensionality reduction M Sugiyama, T Idé, S Nakajima, J Sese Machine learning 78, 35-61, 2010	355	2010
Multi-class image segmentation using conditional random fields and global classification N Plath, M Toussaint, S Nakajima Proceedings of the 26th annual international conference on machine learning …, 2009	167	2009
Bayesian group-sparse modeling and variational inference SD Babacan, S Nakajima, MN Do IEEE transactions on signal processing 62 (11), 2906-2921, 2014	131	2014
Towards best practice in explaining neural network decisions with LRP M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020	103	2020
Global analytic solution of fully-observed variational Bayesian matrix factorization S Nakajima, M Sugiyama, SD Babacan, R Tomioka The Journal of Machine Learning Research 14 (1), 1-37, 2013	101	2013
Pool-based active learning in approximate linear regression M Sugiyama, S Nakajima Machine Learning 75, 249-274, 2009	99	2009
Higher-order explanations of graph neural networks via relevant walks T Schnake, O Eberle, J Lederer, S Nakajima, KT Schütt, KR Müller, ... IEEE transactions on pattern analysis and machine intelligence 44 (11), 7581 …, 2021	91	2021
Asymptotically unbiased estimation of physical observables with neural samplers KA Nicoli, S Nakajima, N Strodthoff, W Samek, KR Müller, P Kessel Physical Review E 101 (2), 023304, 2020	68	2020
Estimation of thermodynamic observables in lattice field theories with deep generative models KA Nicoli, CJ Anders, L Funcke, T Hartung, K Jansen, P Kessel, ... Physical review letters 126 (3), 032001, 2021	60	2021
Theoretical analysis of Bayesian matrix factorization S Nakajima, M Sugiyama The Journal of Machine Learning Research 12, 2583-2648, 2011	58	2011
Perfect dimensionality recovery by variational Bayesian PCA S Nakajima, R Tomioka, M Sugiyama, S Babacan Advances in neural information processing systems 25, 2012	44	2012
Nikon Multimedia Event Detection System. T Matsuo, S Nakajima TRECVID, 2010	44	2010
Support Vector Data Descriptions and -Means Clustering: One Class? N Görnitz, LA Lima, KR Müller, M Kloft, S Nakajima IEEE transactions on neural networks and learning systems 29 (9), 3994-4006, 2017	35	2017
Variational Bayes solution of linear neural networks and its generalization performance S Nakajima, S Watanabe Neural Computation 19 (4), 1112-1153, 2007	35	2007
XAI for graphs: explaining graph neural network predictions by identifying relevant walks T Schnake, O Eberle, J Lederer, S Nakajima, KT Schütt, KR Müller, ... arXiv preprint arXiv:2006.03589, 2020	34	2020
Variational Bayesian learning theory S Nakajima, K Watanabe, M Sugiyama Cambridge University Press, 2019	29	2019
An exhaustive search and stability of sparse estimation for feature selection problem K Nagata, J Kitazono, S Nakajima, S Eifuku, R Tamura, M Okada IPSJ Online Transactions 8, 25-32, 2015	28	2015
On Bayesian PCA: Automatic dimensionality selection and analytic solution S Nakajima, M Sugiyama, D Babacan Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011	27	2011

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors