Theory and use of the EM algorithm MR Gupta, Y Chen Foundations and Trends® in Signal Processing 4 (3), 223-296, 2011 | 550 | 2011 |
Similarity-based classification: Concepts and algorithms Y Chen, EK Garcia, MR Gupta, A Rahimi, L Cazzanti Journal of Machine Learning Research 10 (Mar), 747-776, 2009 | 505 | 2009 |
Probabilistic modeling of traffic lanes from GPS traces Y Chen, J Krumm Proceedings of the 18th SIGSPATIAL International Conference on Advances in …, 2010 | 138 | 2010 |
Em demystified: An expectation-maximization tutorial Y Chen, MR Gupta University of Washington, 2010 | 109 | 2010 |
Learning kernels from indefinite similarities Y Chen, MR Gupta, B Recht Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 87 | 2009 |
Fusing similarities and kernels for classification Y Chen, MR Gupta Information Fusion, 2009. FUSION'09. 12th International Conference on, 474-481, 2009 | 11 | 2009 |
An improved update operator for H. 264 scalable extension Y Chen, J Xu, F Wu, H Xiong 2005 IEEE 7th Workshop on Multimedia Signal Processing, 1-4, 2005 | 6 | 2005 |
Improvement of the update step in JSVM Y Chen, J Xu, F Wu, H Xiong document JVT-O030, 15 th JVT Meeting, Busan, Korea, 2005 | 6 | 2005 |
Joint deconvolution and classification for signals with multipath MR Gupta, HS Anderson, Y Chen 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007 | 5 | 2007 |
Shadow Dirichlet for Restricted Probability Modeling BA Frigyik, MR Gupta, Y Chen | 5* | |
Quality-fluctuation-constrained rate allocation for MCTF-based video coding Y Chen, J Xu, F Wu, H Xiong Proceedings of SPIE 6077, 504-513, 2006 | 3 | 2006 |
Strategies for Similarity-based Learning Y Chen University of Washington, 2010 | 2 | 2010 |
The Techniques and Performance of H. 264 Scalable Extension Y CHEN, J ZHOU, H XIONG Journal of Shanghai Jiaotong University 9, 009, 2006 | | 2006 |
Response to SVC CE6: Improvements of Update Step Y Chen, J Xu, F Wu, H Xiong | | |
Computational Geometry Neighborhoods for Local Learning MR Gupta, EK Garcia, Y Chen | | |