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whong92 / recommender

Various implementations of recommender systems
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Exciting Bayesian Stuff #12

Open whong92 opened 4 years ago

whong92 commented 4 years ago

[ ] Topic modelling: https://arxiv.org/abs/1402.6238

[ x ] famous paper on LSA fro C.F: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.331.3636&rep=rep1&type=pdf

[ ] Collaborative topic modelling: https://towardsdatascience.com/a-guide-to-collaborative-topic-modeling-recommender-systems-49fd576cc871 / http://www.cs.columbia.edu/~blei/papers/WangBlei2011.pdf

whong92 commented 4 years ago

bayesian pmf: https://www.cs.toronto.edu/~amnih/papers/bpmf.pdf pmf: https://papers.nips.cc/paper/3208-probabilistic-matrix-factorization.pdf

whong92 commented 4 years ago

adaptive priors for PMF: http://www.cs.toronto.edu/~fritz/absps/sunspots.pdf