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Case Study I: Estimating Click Probabilities [+] Expand All[+]

Learning task I: Predicting click probabilities

Learning task II: Personalization


Lectures:


Case Study II: Document Retrieval and Clustering [+] Expand All[+]

Learning task I: Finding similar documents

Learning task II: Clustering documents


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Case Study III: fMRI Prediction [+] Expand All[+]

Learning task I: Predict word probability from fMRI

Learning task II: Zero shot learning. Predicting fMRI image from unseen word.

Parallel Learning:


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Case Study IV: Collaborative Filtering [+] Expand All[+]

Learning task I: Predict the rating from user to movie.


Lectures:


Case Study V: Document Mixed Membership Modeling [+] Expand All[+]

Learning task I: Associate documents with multiple topics.


Lectures: