Zhirong Yang
Zhirong Yang
Professor at Department of Computer Science, Norwegian University of Science and Technology (NTNU)
Verified email at ntnu.no - Homepage
TitleCited byYear
Linear and nonlinear projective nonnegative matrix factorization
Z Yang, E Oja
IEEE Transactions on Neural Networks 21 (5), 734-749, 2010
1882010
Clustering by nonnegative matrix factorization using graph random walk
Z Yang, T Hao, O Dikmen, X Chen, E Oja
Advances in Neural Information Processing Systems, 1079-1087, 2012
682012
Scalable optimization of neighbor embedding for visualization
Z Yang, J Peltonen, S Kaski
International Conference on Machine Learning, 127-135, 2013
632013
Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization
Z Yang, E Oja
IEEE transactions on neural networks 22 (12), 1878-1891, 2011
602011
A system-level model for runtime power estimation on mobile devices
Y Xiao, R Bhaumik, Z Yang, M Siekkinen, P Savolainen, A Yla-Jaaski
2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l …, 2010
592010
Global and regional dissemination and evolution of Burkholderia pseudomallei
C Chewapreecha, MTG Holden, M Vehkala, N Välimäki, Z Yang, ...
Nature microbiology 2 (4), 16263, 2017
522017
Projective non-negative matrix factorization with applications to facial image processing
Z Yang, Z Yuan, J Laaksonen
International Journal of Pattern Recognition and Artificial Intelligence 21 …, 2007
462007
Heavy-tailed symmetric stochastic neighbor embedding
Z Yang, I King, Z Xu, E Oja
Advances in neural information processing systems, 2169-2177, 2009
372009
Multiplicative updates for non-negative projections
Z Yang, J Laaksonen
Neurocomputing 71 (1-3), 363-373, 2007
362007
Optimization equivalence of divergences improves neighbor embedding
Z Yang, J Peltonen, S Kaski
International Conference on Machine Learning, 460-468, 2014
332014
Quadratic nonnegative matrix factorization
Z Yang, E Oja
Pattern Recognition 45 (4), 1500-1510, 2012
332012
Kullback-Leibler divergence for nonnegative matrix factorization
Z Yang, H Zhang, Z Yuan, E Oja
International Conference on Artificial Neural Networks, 250-257, 2011
302011
Clustering by low-rank doubly stochastic matrix decomposition
Z Yang, E Oja
arXiv preprint arXiv:1206.4676, 2012
292012
Learning the information divergence
O Dikmen, Z Yang, E Oja
IEEE transactions on pattern analysis and machine intelligence 37 (7), 1442-1454, 2014
262014
Adaptive regularization for transductive support vector machine
Z Xu, R Jin, J Zhu, I King, M Lyu, Z Yang
Advances in Neural Information Processing Systems, 2125-2133, 2009
232009
Linear expansions with nonlinear cost functions: modeling, representation, and partitioning
E Oja
2010 IEEE world congress on computational intelligence, plenary and invited …, 2010
172010
Principal whitened gradient for information geometry
Z Yang, J Laaksonen
Neural Networks 21 (2-3), 232-240, 2008
172008
Interactive Retrieval in Facial Image Database Using Self-Organizing Maps.
Z Yang, J Laaksonen
MVA, 112-115, 2005
162005
Majorization-minimization for manifold embedding
Z Yang, J Peltonen, S Kaski
Artificial Intelligence and Statistics, 1088-1097, 2015
142015
Automatic rank determination in projective nonnegative matrix factorization
Z Yang, Z Zhu, E Oja
International Conference on Latent Variable Analysis and Signal Separation …, 2010
142010
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