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All publications by Koji Tsuda
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Submodularity Cuts and Applications
Yoshinobu Kawahara, Kiyohito Nagano, Koji Tsuda and Jeff A. Bilmes
Advances in Neural Information Processing Systems 22, 2009


Entire regularization paths for graph data
Koji Tsuda
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Bayesian Inference and Optimal Design in the Sparse Linear Model
Matthias Seeger, Florian Steinke and Koji Tsuda
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Clustering graphs by weighted substructure mining
Koji Tsuda and Taku Kudo
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Propagating distributions on a hypergraph by dual information regularization
Koji Tsuda
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection
Koji Tsuda, Gunnar Rätsch and Manfred K. Warmuth
Journal of Machine Learning Research, 2005


Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection
Koji Tsuda, Gunnar Rätsch and Manfred K. Warmuth
Advances in Neural Information Processing Systems 17, 2004


Marginalized Kernels Between Labeled Graphs
Hisashi Kashima, Koji Tsuda and Akihiro Inokuchi
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


The em Algorithm for Kernel Matrix Completion with Auxiliary Data
Koji Tsuda, Shotaro Akaho and Kiyoshi Asai
Journal of Machine Learning Research, 2003


Image Reconstruction by Linear Programming
Koji Tsuda and Gunnar Rätsch
Advances in Neural Information Processing Systems 16, 2003


Clustering with the Fisher Score
Koji Tsuda, Motoaki Kawanabe and Klaus-robert Müller
Advances in Neural Information Processing Systems 15, 2002


A New Discriminative Kernel From Probabilistic Models
Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg and Klaus-robert Müller
Advances in Neural Information Processing Systems 14, 2001