Knowledge Base

Machine Learning, Optimization, Collaborative Filtering, Data Mining..

Incorporating Probabilistic Retrieval Knowledge into TFIDF Search Engine

This is considered a hack for adding probabilistic retrieval information to TF-IDF oriented search engine. More complete solution should be still handled by BM25. view/download pdf  

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Recommendation Engine Demystified : Neighborhood based Collaborative Filtering

Slides presented by Alex to the NYC Predictive Analytics group: view/download pdf  

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