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− | '''Bayesian approaches:'''
| + | [[New member reading list]] |
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− | 1. general Bayesian inference: doc and tool
| + | [[Advanced member reading list]] |
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− | http://ksvanhorn.com/bayes/free-bayes-software.html
| + | [[Public Research Tools]] |
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− | 2. The Variantional Bayesian toolkit:
| + | [[People you may want to follow]] |
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− | http://www.gatsby.ucl.ac.uk/vbayes/vbsoftware.html
| + | [[Other teams]] |
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− | The sampling based Bayesian approach can be obtained here:
| + | [[Journals you may submit to]] |
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− | http://www.mrc-bsu.cam.ac.uk/bugs/
| + | [[Free libraries]] |
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− | 3. Topic models from David Blei
| + | [[Data resources]] |
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− | http://www.cs.princeton.edu/~blei/topicmodeling.html
| + | [[Seminars]] |
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| + | [[Machine Learning Book]] |
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− | 4. MCMC approaches also here
| + | [[AI Book]] |
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− | http://www.mppmu.mpg.de/bat/
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− | http://www.mpe.mpg.de/~aws/BayesForum_201204_KK.pdf
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− | 5. Topic models Biography
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− | http://www.cs.princeton.edu/~mimno/topics.html
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− | 6. Gibbs LDA
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− | http://gibbslda.sourceforge.net/
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− | 7. Tools for DPMM
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− | Jacobei
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− | https://github.com/jacobeisenstein/DPMM
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− | Sickit
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− | http://scikit-learn.org/0.11/index.html
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− | Hains
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− | http://code.google.com/p/haines/
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− | 8. Spase SVMs
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− | http://www.enm.bris.ac.uk/staff/xkh/
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− | '''NLP toolkits'''
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− | 1. Stanford tools
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− | http://nlp.stanford.edu/software/
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− | '''SID toolits'''
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− | 1. Alize from Avignon
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− | http://mistral.univ-avignon.fr/download_en.html
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− | 2. Idiap
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− | https://github.com/bioidiap/xbob.spkrec
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− | http://www.idiap.ch/~marcel/professional/Resources.html
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− | '''People you may want to follow'''
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− | 1. Dong Yu, MS
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− | http://research.microsoft.com/en-us/people/dongyu/
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− | 2. Geoffrey E. Hinton, U. Toronto
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− | http://www.cs.toronto.edu/~hinton/
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− | 3. Deng Li, MS
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− | http://research.microsoft.com/en-us/people/deng/
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− | 4. Tara Sainath, IBM
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− | http://www.researchgate.net/profile/Tara_Sainath/publications/
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− | http://www.informatik.uni-trier.de/~ley/pers/hd/s/Sainath:Tara_N=.html
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− | 5. Daniel Povey
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− | http://www.danielpovey.com/
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− | 5. Patrick Kenny, CRIM
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− | http://www.crim.ca/perso/patrick.kenny/
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