"Gang Niu","Discriminative Methods with Imperfect Supervision in Machine Learning",,,,,,,2013,Sept.
"Gang Niu","Discriminative Methods with Imperfect Supervision in Machine Learning",,,,,,,2013,Sept.
"Gang Niu","Discriminative Methods with Imperfect Supervision in Machine Learning",,,,,,,2013,Sept.
"Gang Niu,B Dai,Hirotaka Hachiya,Masashi Sugiyama,Wittawat Jitkrittum","Squared-loss mutual information regularization","ICML2013,JMLR Workshop and Conference",,"In S.Dasgupta and D.McAllester(Eds.)",,,"pp. 10-18",2013,
"Niu, G.,Dai, B.,Shang, L.,Sugiyama, M.","Maximum volume clustering:A new discriminative clustering approach",,"Journal of Machine Learnning Research",,,,,2013,
"Sugiyama, M.,Gang, N.,Yamada, M.,Kimura, M.,& Hachiya, H.","Information-maximization clustering based on squared-loss mutual information",,"Neural Computation",,,,,2013,
"Niu, G.,Dai, B.,Yamada, M.,Sugiyama, M.","Information-theoretic semi-supervised metric learing via entropy regularization.","29th International Conference on Machine Learning(ICML2012)","Proceedings of 29th International Conference on Machine Learning(ACML2012)","J.Langford,J.Pineau(EDS.)",,,"pp. 89-96",2012,Aug.
"Niu, G.,Jitkrittum, W.,Hachiya, H.,Dai, B.,Sugiyama, M.","Squared-loss mutual information regularization.","IBISML2011","IEICE Technical Report, IBISML2011-108",,,,"pp. 147-153",2012,Mar.
"Yamada, M.,Niu, G.,Takagi, J.,Sugiyama, M.","Sufficient component analysis for supervised dimension reduction.","The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011),",,,,,,2012,Feb.
"Zhao, T.,Hachiya, H.,Niu, G.,Sugiyama, M.","Analysis and improvement of policy gradient estimation.","IBISML2011","IEICE Technical Report, IBISML2011-12",,,,"pp. .83-89,",2012,Feb.
"Yamada, M.,Niu, G.,Takagi, J.,Sugiyama, M.","Computationally efficient sufficient dimension reduction via squared-loss mutual information.","the Third Asian Conference on Machine Learning (ACML2011), JMLR Workshop and Conference Proceedings","the Third Asian Conference on Machine Learning (ACML2011), JMLR Workshop and Conference Proceedings",,"vol. 20",,"pp. 247-262",2012,Feb.
"Zhao, T.,Hachiya, H.,Niu, G.,Sugiyama, M.","Analysis and improvement of policy gradient estimation",,"Neural Networks",,"vol. 26",,"pp. 118-129",2012,
"Zhao, T.,Hachiya, H.,Niu, G.,Sugiyama, M","Analysis and improvement of policy gradient estimation.","Neural Information Processing Systems (NIPS2011),","Advances in Neural Information Processing Systems 24","J. Shawe-Taylor, R. S. Zemel, P. Bartlett, F. C. N. Pereira, and K. Q. Weinberger",,,"pp. 262-270",2011,Dec.
"Niu, G.,Dai, B.,Yamada, M.,Sugiyama, M.","SERAPH: Semi-supervised metric learning paradigm with hyper sparsity.","IBISML2011","IEICE Technical Report, IBISML2011-8",,,,,2011,June
"Niu, G.,Dai, B.,Shang, L.,Sugiyama, M.","Maximum volume clustering.","The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011),",,,,,,2011,Mar.
"Niu, G.,Dai, B.,Shang, L.,Sugiyama, M.","Maximum volume clustering","the Second Asian Conference on Machine Learning (ACML2010),",,,,,,2011,Mar.