Research Paper: Deep learning for recommender systems, A Netflix case study


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Interesting paper on a netflix case study of recommender systems Deep Learning for Recommender Systems: A Netflix Case Study 

 

Even though many deep-learning models can be understood as extensions of existing (simple) recommendation algorithms, significant improvements in performance over well-tuned non-deep-learning approaches were not observed. Only when numerous features of heterogeneous types were added to the input data, deep-learning models started to shine.

 

Netflix have a technical blog with some interesting articles at

https://netflixtechblog.medium.com/


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