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138
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CVPR
2005
IEEE
16 years 2 months ago
Subspace Analysis Using Random Mixture Models
In [1], three popular subspace face recognition methods, PCA, Bayes, and LDA were analyzed under the same framework and an unified subspace analysis was proposed. However, since t...
Xiaogang Wang, Xiaoou Tang
90
Voted
ICML
2007
IEEE
16 years 1 months ago
Scalable training of L1-regularized log-linear models
The l-bfgs limited-memory quasi-Newton method is the algorithm of choice for optimizing the parameters of large-scale log-linear models with L2 regularization, but it cannot be us...
Galen Andrew, Jianfeng Gao
104
Voted
ICSM
2009
IEEE
15 years 7 months ago
Understanding source package organization using the hybrid model
Within a large, object-oriented software system it is common to partition the classes into a set of packages, which implicitly serve as a set of coarsely-grained logical design un...
Xinyi Dong, Michael W. Godfrey
99
Voted
ICEBE
2007
IEEE
91views Business» more  ICEBE 2007»
15 years 7 months ago
Strategy, Model, and Platform for Collaborative Commerce
Globalization and rapid development of Information Technologies have set a new stage for business. Collaborative Commerce has become a strategic necessity to develop high quality ...
Shuangxi Huang, Yushun Fan
108
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IROS
2007
IEEE
145views Robotics» more  IROS 2007»
15 years 7 months ago
A quantitative method for comparing trajectories of mobile robots using point distribution models
— In the field of mobile robotics, trajectory details are seldom taken into account to qualify robot performance. Most metrics rely mainly on global results such as the total ti...
Pierre Roduit, Alcherio Martinoli, Jacques Jacot