Hisashi Kashima
Hisashi Kashima
Professor, Kyoto University
Adresse e-mail validée de i.kyoto-u.ac.jp - Page d'accueil
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Marginalized kernels between labeled graphs
H Kashima, K Tsuda, A Inokuchi
Proceedings of the 20th international conference on machine learning (ICML …, 2003
9632003
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, 1433-1440, 2007
6782007
Eigenspace-based anomaly detection in computer systems
T Idé, H Kashima
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
2872004
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 (4), 699-746, 2008
2752008
Roughly balanced bagging for imbalanced data
S Hido, H Kashima, Y Takahashi
Statistical Analysis and Data Mining: The ASA Data Science Journal 2 (5‐6 …, 2009
2012009
Statistical outlier detection using direct density ratio estimation
S Hido, Y Tsuboi, H Kashima, M Sugiyama, T Kanamori
Knowledge and information systems 26 (2), 309-336, 2011
1902011
Estimation of low-rank tensors via convex optimization
R Tomioka, K Hayashi, H Kashima
arXiv preprint arXiv:1010.0789, 2010
1892010
Kernels for semi-structured data
H Kashima, T Koyanagi
ICML 2, 291-298, 2002
1712002
A parameterized probabilistic model of network evolution for supervised link prediction
H Kashima, N Abe
Sixth International Conference on Data Mining (ICDM'06), 340-349, 2006
1692006
Link propagation: A fast semi-supervised learning algorithm for link prediction
H Kashima, T Kato, Y Yamanishi, M Sugiyama, K Tsuda
Proceedings of the 2009 SIAM international conference on data mining, 1100-1111, 2009
1592009
Kernels for graphs
H Kashima, K Tsuda, A Inokuchi
Kernel methods in computational biology 39 (1), 101-113, 2004
1572004
Statistical performance of convex tensor decomposition
R Tomioka, T Suzuki, K Hayashi, H Kashima
Advances in neural information processing systems 24, 972-980, 2011
1562011
Kernels for graph classification
H Kashima, A Inokuchi
ICDM workshop on active mining 2002, 2002
1322002
Tensor factorization using auxiliary information
A Narita, K Hayashi, R Tomioka, H Kashima
Data Mining and Knowledge Discovery 25 (2), 298-324, 2012
1312012
Direct density ratio estimation for large-scale covariate shift adaptation
Y Tsuboi, H Kashima, S Hido, S Bickel, M Sugiyama
Journal of Information Processing 17, 138-155, 2009
1312009
A linear-time graph kernel
S Hido, H Kashima
2009 Ninth IEEE International Conference on Data Mining, 179-188, 2009
1022009
Steered crowdsensing: Incentive design towards quality-oriented place-centric crowdsensing
R Kawajiri, M Shimosaka, H Kashima
Proceedings of the 2014 ACM International Joint Conference on Pervasive and …, 2014
1012014
Statistical quality estimation for general crowdsourcing tasks
Y Baba, H Kashima
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
982013
Multi-task learning via conic programming
T Kato, H Kashima, M Sugiyama, K Asai
Advances in Neural Information Processing Systems 20, 737-744, 2007
922007
A Convex Formulation for Learning from Crowds.
H Kajino, Y Tsuboi, H Kashima
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence …, 2012
902012
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