博文
- LASSO, sparse group LASSO, elastic net
- 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 ...
- eye tracking
- eye tracking research applications: http://www.tobii.com/eye-tracking-research/global/research/advertising-research/
- computational saliency dataset
- http://tcts.fpms.ac.be/~rocca/attention/
- science talk
- 热度 1
- Here you can find amazing scientific talks: http://thesciencenetwork.org/
- sparse solution toolkit
- sparse solution toolkit for linear inverse problems: http://sparselab.stanford.edu/
- c++ tools for probabilistic graphical model
- openGM: http://hci.iwr.uni-heidelberg.de/opengm2/ libDAI: http://cs.ru.nl/~jorism/libDAI/
- great scholars & professors on RBM
- (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 ...
- works of RBM on how to model high dimensional sequence data
- 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
- resources on Restricted Boltzmann Machine
- 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 ...
- great resources
- two great websites filled with great ideas: (1)http://techtalks.tv/ (2)http://videolectures.net/
