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Shinichi Nakajima

Technical University of Berlin

21H-index
269Paper Count
3.3KCitation Count
Published Papers 19
Publication Date
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Uncovering the Structure of Explanation Quality with Spectral Analysis
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errMaess, Johannes; Montavon, Gregoire; Nakajima, Shinichi; Mueller, Klaus-Robert; Schnake, Thomas
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errSave
Enhancing Brain Source Reconstruction by Initializing 3-D Neural Networks With Physical Inverse Solutions
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-04
err0
errOAAI
errMarco Morik; Ali Hashemi; Klaus-Robert Müller; Stefan Haufe; Shinichi Nakajima
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Data augmentation for forecasting industrial aging processes via conditional multimodal generative time-series models
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-05-15
err0
errOAAI
errBogojeski, Mihail; Yakut, Nataliya; Nedelkoski, Sasho; Nakajima, Shinichi; Mueller, Klaus-Robert
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errSave
Molecular relaxation by reverse diffusion with time step prediction
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-08-06
err2
errOAAI
errKahouli, Khaled; Hessmann, Stefaan Simon Pierre; Mueller, Klaus-Robert; Nakajima, Shinichi; Gugler, Stefan; Gebauer, Niklas Wolf Andreas
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errSave
Machine learning-assisted equivalent circuit identification for dielectric spectroscopy of polymers
errELECTROCHIMICA ACTA
IF5.6
err2024-08-01
err0
errOAAI
errAlbakri, Bashar; Diniz, Analice Turski Silva; Benner, Philipp; Muth, Thilo; Nakajima, Shinichi; Favaro, Marco; Kister, Alexander
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errSave
Langevin Cooling for Unsupervised Domain Translation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err0
errOAAI
errSrinivasan, Vignesh; Mueller, Klaus-Robert; Samek, Wojciech; Nakajima, Shinichi
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errSave
Gradients should stay on path: better estimators of the reverse- and forward KL divergence for normalizing flows
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-10-19
err9
errOAAI
errVaitl, Lorenz; Nicoli, Kim A.; Nakajima, Shinichi; Kessel, Pan
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errSave
Robustifying models against adversarial attacks by Langevin dynamics
errNEURAL NETWORKS
IF6.3
err2021-05-01
err14
errOAAI
errSrinivasan, Vignesh; Rohrer, Csaba; Marban, Arturo; Mueller, Klaus-Robert; Samek, Wojciech; Nakajima, Shinichi
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errSave
Optimizing for Measure of Performance in Max-Margin Parsing
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-01-01
err2
errOAAI
errBauer, Alexander; Nakajima, Shinichi; Goernitz, Nico; Mueller, Klaus-Robert
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errSave
Wasserstein Stationary Subspace Analysis
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2018-12-01
err12
PREAI
errKaltenstadler, Stephan; Nakajima, Shinichi; Mueller, Klaus-Robert; Samek, Wojciech
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errSave
Support Vector Data Descriptions and k-Means Clustering: One Class?
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-09-01
err28
PREAI
errGoernitz, Nico; Lima, Luiz Alberto; Mueller, Klaus-Robert; Kloft, Marius; Nakajima, Shinichi
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errSave
Transductive Regression for Data With Latent Dependence Structure
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-07-01
err5
PREAI
errGoernitz, Nico; Lima, Luiz Alberto; Varella, Luiz Eduardo; Mueller, Klaus-Robert; Nakajima, Shinichi
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errSave
On robust parameter estimation in brain-computer interfacing
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2017-11-21
err15
errOAAI
errSamek, Wojciech; Nakajima, Shinichi; Kawanabe, Motoaki; Mueller, Klaus-Robert
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errSave
Efficient Exact Inference With Loss Augmented Objective in Structured Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2017-11-01
err4
PREAI
errBauer, Alexander; Nakajima, Shinichi; Mueller, Klaus-Robert
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errSave
Porosity estimation by semi-supervised learning with sparsely available labeled samples
errCOMPUTERS & GEOSCIENCES
IF4.4
err2017-09-01
err19
PREAI
errLima, Luiz Alberto; Gornitz, Nico; Varella, Luiz Eduardo; Vellasco, Marley; Mueller, Klaus-Robert; Nakajima, Shinichi
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errSave
Sparse probit linear mixed model
errMACHINE LEARNING
IF2.9
err2017-07-13
err9
errOAAI
errMandt, Stephan; Wenzel, Florian; Nakajima, Shinichi; Cunningham, John; Lippert, Christoph; Kloft, Marius
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errSave
Variational Bayesian sparse additive matrix factorization
errMACHINE LEARNING
IF2.9
err2013-05-04
err13
errOAAI
errNakajima, Shinichi; Sugiyama, Masashi; Babacan, S. Derin
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errSave
Semi-supervised local Fisher discriminant analysis for dimensionality reduction
errMACHINE LEARNING
IF2.9
err2009-07-11
err222
errOAAI
errSugiyama, Masashi; Ide, Tsuyoshi; Nakajima, Shinichi; Sese, Jun
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errSave
Pool-based active learning in approximate linear regression
errMACHINE LEARNING
IF2.9
err2009-01-30
err76
errOAAI
errSugiyama, Masashi; Nakajima, Shinichi
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Masashi Sugiyama
H-index: 70 · Papers: 1.1K
W
Wojciech Samek
H-index: 51 · Papers: 361
J
John P. Cunningham
H-index: 44 · Papers: 191
M
Marco Favaro
H-index: 43 · Papers: 197
S
Stefan Haufe
H-index: 38 · Papers: 158
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