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LASSO, sparse group LASSO, elastic net
2013-11-13 14:18
LARS: efficient algorithm to solve lasso Least angle regression elastic net: in case of collinear dictionary atoms, it will pick collinear atoms together, or drop them together. Regularization and variable selection via the elastic net group lasso: in the extreme case, it behavors ...
个人分类: 读书日记|14578 次阅读|没有评论
eye tracking
2013-8-2 02:37
eye tracking research applications: ​http://www.tobii.com/eye-tracking-research/global/research/advertising-research/
个人分类: 读书日记|2957 次阅读|没有评论
computational saliency dataset
2013-8-2 02:11
​ http://tcts.fpms.ac.be/~rocca/attention/
个人分类: 读书日记|3576 次阅读|没有评论
science talk
热度 1 2013-7-31 14:40
Here you can find amazing scientific talks: http://thesciencenetwork.org/
个人分类: 读书日记|2750 次阅读|1 个评论 热度 1
sparse solution toolkit
2013-7-1 14:42
sparse solution toolkit for linear inverse problems: http://sparselab.stanford.edu/
个人分类: 读书日记|3952 次阅读|没有评论
c++ tools for probabilistic graphical model
2013-5-25 08:18
openGM: http://hci.iwr.uni-heidelberg.de/opengm2/ libDAI: http://cs.ru.nl/~jorism/libDAI/
个人分类: 读书日记|5827 次阅读|没有评论
great scholars & professors on RBM
2013-4-6 08:25
(1) Hinton Geoffrey: http://www.cs.toronto.edu/~hinton/ father of RBM, it's him to make the RBM trainable in practice. (2) Andrew Ng: http://ai.stanford.edu/~ang/ Great professor and great speaker. His student helped to popularize the deep belief network (3) Honglak Lee: http://web.ee ...
个人分类: 读书日记|3294 次阅读|没有评论
works of RBM on how to model high dimensional sequence data
2013-4-6 07:50
Great work on high dimensional video sequence modelling using RBM.To read... Learning Multilevel Distributed Representations for High-Dimensional Sequences.Ilya Sutskever and Geoffrey Hinton
个人分类: 读书日记|2507 次阅读|没有评论
resources on Restricted Boltzmann Machine
2013-4-6 07:44
Useful resources on how to use RBM to handle attentional data: (1) Learning to combine foveal glimpses with a third-order Boltzmann machine. Hugo Larochelle and Geoffrey Hinton, Advances in Neural Information Processing Systems 23 , 2010 this is the first implemented system for co ...
个人分类: 读书日记|2685 次阅读|没有评论
great resources
2013-2-4 17:05
two great websites filled with great ideas: (1)http://techtalks.tv/ (2)http://videolectures.net/
个人分类: 读书日记|2140 次阅读|没有评论

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