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Hisashi KASHIMA

Link Prediction Across Time via Cross-Temporal Locality Preserving Projections Satoshi OYAMA Kohei HAYASHI Hisashi KASHIMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/11/01 Vol. E95-D No. 11 pp. 2664-2673 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: link prediction, temporal data, entity resolution, social network analysis, dimension reduction,
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Cartesian Kernel: An Efficient Alternative to the Pairwise Kernel Hisashi KASHIMA Satoshi OYAMA Yoshihiro YAMANISHI Koji TSUDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/10/01 Vol. E93-D No. 10 pp. 2672-2679 Type of Manuscript: Special Section PAPER (Special Section on Data Mining and Statistical Science) Category: Keyword: kernel methods, pairwise kernels, link prediction,
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Least Absolute Policy Iteration--A Robust Approach to Value Function Approximation Masashi SUGIYAMA Hirotaka HACHIYA Hisashi KASHIMA Tetsuro MORIMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/09/01 Vol. E93-D No. 9 pp. 2555-2565 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: reinforcement learning, value function approximation, least-squares policy iteration, outlier, ₁-loss function, linear programming,
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Recent Advances and Trends in Large-Scale Kernel Methods Hisashi KASHIMA Tsuyoshi IDE Tsuyoshi KATO Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/07/01 Vol. E92-D No. 7 pp. 1338-1353 Type of Manuscript: Special Section PAPER (Special Section on Large Scale Algorithms for Learning and Optimization) Category: INVITED Keyword: kernel methods, support vector machines, kernel trick, low-rank approximation, optimization, structured data,
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Risk-Sensitive Learning via Minimization of Empirical Conditional Value-at-Risk Hisashi KASHIMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/12/01 Vol. E90-D No. 12 pp. 2043-2052 Type of Manuscript: PAPER Category: Artificial Intelligence and Cognitive Science Keyword: risk-sensitive learning, cost-sensitive learning, meta learning, conditional value-at-risk, expected shortfall,
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