Regret Guarantees for Item-Item Collaborative Filtering

20 Jul 2015Guy BreslerDevavrat ShahLuis F. Voloch

There is much empirical evidence that item-item collaborative filtering works well in practice. Motivated to understand this, we provide a framework to design and analyze various recommendation algorithms... (read more)

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