@article{CTT100660167, author = {Nakajima, S. and Sugiyama, M. and & Babacan, D.}, title = {Variational Bayesian sparse additive matrix factorization}, journal = {Machine Learning}, year = 2013, } @article{CTT100660184, author = {Nakajima, S. and Sugiyama, M. and Babacan, D. and &Tomioka, R.}, title = {Global analytic solution of fully-observed variational Bayesian matrix factorization}, journal = {Journal of Machine Learning Research}, year = 2013, } @inproceedings{CTT100660119, author = {Nakajima, S. and Tomioka, R. and Sugiyama, M. and & Babacan, D.}, title = {On dimensionality recovery guarantee of variational Bayesian PCA.}, booktitle = {}, year = 2013, } @inproceedings{CTT100660127, author = {Nakajima, S. and Sugiyama, M. and & Babacan, D.}, title = {Foreground/background video separation by segmentaion-based generalized matrix factorization}, booktitle = {}, year = 2012, } @inproceedings{CTT100660238, author = {Nakajima, S. and Tomioka, R. and Sugiyama, M. and Babacan, D.}, title = {Perfect dimensionality recovery by variational Bayesian PCA.}, booktitle = {Advances in Neural Information Processing Systems 25}, year = 2012, } @inproceedings{CTT100660241, author = {Nakajima, S. and Sugiyama, M. and Babacan, D.}, title = {Sparse additive matrix factorizationfor robust PCA and its generalization.}, booktitle = {JMLR Workshop and Conference Proceedings}, year = 2012, }