Ryota Tomioka
Ryota Tomioka
Microsoft Research Cambridge
Verifierad e-postadress på microsoft.com - Startsida
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Optimizing spatial filters for robust EEG single-trial analysis
B Blankertz, R Tomioka, S Lemm, M Kawanabe, KR Muller
IEEE Signal processing magazine 25 (1), 41-56, 2007
18842007
f-gan: Training generative neural samplers using variational divergence minimization
S Nowozin, B Cseke, R Tomioka
Advances in Neural Information Processing Systems, 271-279, 2016
11282016
QSGD: Communication-efficient SGD via gradient quantization and encoding
D Alistarh, D Grubic, J Li, R Tomioka, M Vojnovic
Advances in Neural Information Processing Systems 30, 1709-1720, 2017
806*2017
Norm-based capacity control in neural networks
B Neyshabur, R Tomioka, N Srebro
Conference on Learning Theory, 1376-1401, 2015
3562015
In search of the real inductive bias: On the role of implicit regularization in deep learning
B Neyshabur, R Tomioka, N Srebro
arXiv preprint arXiv:1412.6614, 2014
3242014
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing.
B Blankertz, M Kawanabe, R Tomioka, FU Hohlefeld, VV Nikulin, ...
NIPS, 113-120, 2007
2782007
Estimation of low-rank tensors via convex optimization
R Tomioka, K Hayashi, H Kashima
arXiv preprint arXiv:1010.0789, 2010
2012010
A regularized discriminative framework for EEG analysis with application to brain–computer interface
R Tomioka, KR Müller
NeuroImage 49 (1), 415-432, 2010
1792010
Multi-level variational autoencoder: Learning disentangled representations from grouped observations
D Bouchacourt, R Tomioka, S Nowozin
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1772018
Statistical performance of convex tensor decomposition
R Tomioka, T Suzuki, K Hayashi, H Kashima
Advances in neural information processing systems 24, 972-980, 2011
1662011
Tensor factorization using auxiliary information
A Narita, K Hayashi, R Tomioka, H Kashima
Data Mining and Knowledge Discovery 25 (2), 298-324, 2012
1502012
Convex tensor decomposition via structured schatten norm regularization
R Tomioka, T Suzuki
arXiv preprint arXiv:1303.6370, 2013
1442013
Discovering emerging topics in social streams via link-anomaly detection
T Takahashi, R Tomioka, K Yamanishi
IEEE Transactions on Knowledge and Data Engineering 26 (1), 120-130, 2012
1252012
Logistic regression for single trial EEG classification
R Tomioka, K Aihara, KR Müller
Advances in neural information processing systems 19, 1377, 2007
1132007
Modeling sparse connectivity between underlying brain sources for EEG/MEG
S Haufe, R Tomioka, G Nolte, KR Müller, M Kawanabe
IEEE transactions on biomedical engineering 57 (8), 1954-1963, 2010
1122010
Large-scale EEG/MEG source localization with spatial flexibility
S Haufe, R Tomioka, T Dickhaus, C Sannelli, B Blankertz, G Nolte, ...
NeuroImage 54 (2), 851-859, 2011
1052011
Geometry of optimization and implicit regularization in deep learning
B Neyshabur, R Tomioka, R Salakhutdinov, N Srebro
arXiv preprint arXiv:1705.03071, 2017
1012017
The algebraic combinatorial approach for low-rank matrix completion.
FJ Király, L Theran, R Tomioka
J. Mach. Learn. Res. 16 (1), 1391-1436, 2015
982015
Spectrally weighted common spatial pattern algorithm for single trial EEG classification
R Tomioka, G Dornhege, G Nolte, B Blankertz, K Aihara, KR Müller
Dept. Math. Eng., Univ. Tokyo, Tokyo, Japan, Tech. Rep 40, 2006
982006
Multivariate analysis of noise in genetic regulatory networks
R Tomioka, H Kimura, TJ Kobayashi, K Aihara
Journal of theoretical biology 229 (4), 501-521, 2004
982004
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Artiklar 1–20