مقالات بحثية تمّ التفويض بإتاحتها للجميع - Shinichi Nakajimaمزيد من المعلومات
عدد المقالات البحثية غير المتاحة للجميع في أي موقع: 3
Wasserstein stationary subspace analysis
S Kaltenstadler, S Nakajima, KR Müller, W Samek
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1213-1223, 2018
التفويضات: Federal Ministry of Education and Research, Germany
Transductive regression for data with latent dependence structure
N Görnitz, LA Lima, LE Varella, KR Müller, S Nakajima
IEEE Transactions on Neural Networks and Learning Systems 29 (7), 2743-2756, 2017
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
Efficient exact inference with loss augmented objective in structured learning
A Bauer, S Nakajima, KR Müller
IEEE Transactions on Neural Networks and Learning Systems 28 (11), 2566-2579, 2016
التفويضات: German Research Foundation
عدد المقالات البحثية المتاحة للجميع في موقع ما: 36
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
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
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
التفويضات: German Research Foundation
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
التفويضات: Federal Ministry of Education and Research, Germany
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
التفويضات: German Research Foundation, Fraunhofer-Gesellschaft, Helmholtz Association …
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
التفويضات: US National Science Foundation, German Research Foundation, Federal Ministry …
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
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
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
التفويضات: Federal Ministry of Education and Research, Germany
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
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
Gradients should stay on path: better estimators of the reverse-and forward KL divergence for normalizing flows
L Vaitl, KA Nicoli, S Nakajima, P Kessel
Machine Learning: Science and Technology 3 (4), 045006, 2022
التفويضات: Federal Ministry of Education and Research, Germany
Ml-based qoe estimation in 5g networks using different regression techniques
S Schwarzmann, CC Marquezan, R Trivisonno, S Nakajima, V Barriac, ...
IEEE Transactions on Network and Service Management 19 (3), 3516-3532, 2022
التفويضات: Federal Ministry of Education and Research, Germany
Detecting and mitigating mode-collapse for flow-based sampling of lattice field theories
KA Nicoli, CJ Anders, T Hartung, K Jansen, P Kessel, S Nakajima
Physical Review D 108 (11), 114501, 2023
التفويضات: European Commission, Federal Ministry of Education and Research, Germany
Porosity estimation by semi-supervised learning with sparsely available labeled samples
LA Lima, N Görnitz, LE Varella, M Vellasco, KR Müller, S Nakajima
Computers & Geosciences 106, 33-48, 2017
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
Accuracy vs. cost trade-off for machine learning based QoE estimation in 5G networks
S Schwarzmann, CC Marquezan, R Trivisonno, S Nakajima, T Zinner
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
التفويضات: Federal Ministry of Education and Research, Germany
On robust parameter estimation in brain–computer interfacing
W Samek, S Nakajima, M Kawanabe, KR Müller
Journal of neural engineering 14 (6), 061001, 2017
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
Minimizing trust leaks for robust sybil detection
J Höner, S Nakajima, A Bauer, KR Müller, N Görnitz
International Conference on Machine Learning, 1520-1528, 2017
التفويضات: Federal Ministry of Education and Research, Germany
Labeling neural representations with inverse recognition
K Bykov, L Kopf, S Nakajima, M Kloft, M Höhne
Advances in Neural Information Processing Systems 36, 24804-24828, 2023
التفويضات: German Research Foundation, Federal Ministry of Education and Research, Germany
Physics-informed bayesian optimization of variational quantum circuits
K Nicoli, CJ Anders, L Funcke, T Hartung, K Jansen, S Kühn, KR Müller, ...
Advances in Neural Information Processing Systems 36, 18341-18376, 2023
التفويضات: European Commission, Government of Spain, Federal Ministry of Education and …
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