@article{CTT100591351, author = {Kazuho Watanabe and Shiga Motoki and SUMIO WATANABE}, title = {Upper bound for variational free energy of Bayesian networks}, journal = {Machine Learning}, year = 2009, } @article{CTT100549962, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Stochastic complexities of general mixture models in variational Bayesian learning}, journal = {Neural Networks}, year = 2007, } @article{CTT100544379, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Estimating the Data Region Using Minimum and Maximum Values}, journal = {Interdisciplinary Information Sciences}, year = 2007, } @article{CTT100508082, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Stochastic complexities of gaussian mixtures in variational bayesian approximation}, journal = {Journal of Machine Learning Research}, year = 2006, } @inproceedings{CTT100550004, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Variational Bayesian Algorithm and Stochastic Complexity for Mixture Models}, booktitle = {Proc. of ICONIP2005}, year = 2008, } @inproceedings{CTT100549965, author = {SUMIO WATANABE and KAZUHO WATANABE}, title = {Stochastic complexity for mixture of exponential families in generalized variational Bayes}, booktitle = {Theoretical Computer Science}, year = 2007, } @inproceedings{CTT100508090, author = {Tikara Hosino and KAZUHO WATANABE and SUMIO WATANABE}, title = {Free Energy of Stochastic Context Free Grammar on Variational Bayes}, booktitle = {Proc. of ICONIP}, year = 2006, } @inproceedings{CTT100508089, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Variational bayesian stochastic complexity of mixture models}, booktitle = {Proc. of Advances in Neural Information Processing Systems}, year = 2006, } @inproceedings{CTT100508087, author = {KAZUHO WATANABE and Motoki Shiga and SUMIO WATANABE}, title = {Upper bounds for variational stochastic complexities of Bayesian networks}, booktitle = {Proc. of International Conference on Intelligent Data Engineering and Automated Learning}, year = 2006, } @inproceedings{CTT100550012, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Variational Bayesian Stochastic Complexity of Mixture Models}, booktitle = {Proc. of Advances in Neural Information Processing Systems}, year = 2006, } @inproceedings{CTT100550005, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {Stochastic complexity for mixture of exponential families in variational bayes}, booktitle = {Proc. of ALT2005}, year = 2005, } @inproceedings{CTT100550009, author = {KAZUHO WATANABE and SUMIO WATANABE}, title = {On Variational Bayes Algorithms for Exponential Family Mixtures}, booktitle = {Proc. of International Symposium on Nonlinear Theory and its Applications}, year = 2005, } @inproceedings{CTT100549983, author = {TIKARA HOSHINO and KAZUHO WATANABE and SUMIO WATANABE}, title = {Stochastic Complexity of Variational Bayesian Hidden Markov Models}, booktitle = {Proc. of IJCNN}, year = 2005, }