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[D] Do recommender systems exist that work based on classification?

Hi, community!
I am not very familiar with recommender systems and read in a couple of papers (and it makes sense) that recommender systems, especially cold start ones, can work based on classic ML classification algorithms. I am wondering if any state-of-the-art or relevant recsys’s use classifiers. Paper links would be very appreciated.

submitted by /u/-Cunning-Stunt-
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