Shinichi Nakajima

Cited by

	All	Since 2019
Citations	4519	2801
h-index	25	22
i10-index	52	33

640

320

160

480

200620072008200920102011201220132014201520162017201820192020202120222023202417 17 29 63 88 106 155 153 182 191 195 206 262 279 301 436 528 631 617

Public access

View all

33 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 MüllerGoogle DeepMind & TU Berlin & Korea University & Max Planck Institute for Informatics, GermanyVerified email at tu-berlin.de
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalVerified email at atr.jp
Wojciech SamekProfessor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD FellowVerified email at tu-berlin.de
S. Derin BabacanGoogleVerified email at google.com
Marius KloftProfessor, RPTU Kaiserslautern-LandauVerified email at cs.uni-kl.de
Hisashi KashimaProfessor, Kyoto UniversityVerified email at i.kyoto-u.ac.jp
Alexander BinderChair Computer Vision, OvGU, Magdeburg, GermanyVerified email at ovgu.de
Paul von BünauManaging Director at idalab GmbHVerified email at idalab.de
Tsuyoshi IdeIBM T. J. Watson Research CenterVerified email at us.ibm.com
Ryota TomiokaMicrosoft Research AI for ScienceVerified email at microsoft.com
Jun SeseHumanome Lab Inc.Verified email at humanome.jp
Ulf BrefeldLeuphana Universität LüneburgVerified email at leuphana.de
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
Ichiro TakeuchiProfessor, Nagoya UniversityVerified email at f.mail.nagoya-u.ac.jp
John CunninghamProfessor, Columbia UniversityVerified email at columbia.edu

Shinichi Nakajima

BIFOLD, Technische Universität Berlin

Verified email at tu-berlin.de - Homepage

Machine Learning


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	1091	2007
Direct importance estimation for covariate shift adaptation M Sugiyama, T Suzuki, S Nakajima, H Kashima, P Von Bünau, ... Annals of the Institute of Statistical Mathematics 60, 699-746, 2008	522	2008
Semi-supervised local Fisher discriminant analysis for dimensionality reduction M Sugiyama, T Idé, S Nakajima, J Sese Machine learning 78, 35-61, 2010	382	2010
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	257	2021
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	224	2009
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	191	2020
Bayesian group-sparse modeling and variational inference SD Babacan, S Nakajima, MN Do IEEE transactions on signal processing 62 (11), 2906-2921, 2014	149	2014
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	128	2013
Pool-based active learning in approximate linear regression M Sugiyama, S Nakajima Machine Learning 75, 249-274, 2009	121	2009
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	114	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	114	2020
Theoretical analysis of Bayesian matrix factorization S Nakajima, M Sugiyama The Journal of Machine Learning Research 12, 2583-2648, 2011	68	2011
Perfect dimensionality recovery by variational Bayesian PCA S Nakajima, R Tomioka, M Sugiyama, S Babacan Advances in neural information processing systems 25, 2012	54	2012
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	52	2020
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	50	2017
Variational Bayesian learning theory S Nakajima, K Watanabe, M Sugiyama Cambridge University Press, 2019	45	2019
Variational Bayes solution of linear neural networks and its generalization performance S Nakajima, S Watanabe Neural Computation 19 (4), 1112-1153, 2007	37	2007
How Much Can I Trust You?--Quantifying Uncertainties in Explaining Neural Networks K Bykov, MMC Höhne, KR Müller, S Nakajima, M Kloft arXiv preprint arXiv:2006.09000, 2020	36	2020
Noisegrad—enhancing explanations by introducing stochasticity to model weights K Bykov, A Hedström, S Nakajima, MMC Höhne Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6132-6140, 2022	35	2022
Robustifying models against adversarial attacks by langevin dynamics V Srinivasan, C Rohrer, A Marban, KR Müller, W Samek, S Nakajima Neural Networks 137, 1-17, 2021	32	2021

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