Hybrid deep-shallow neural embeddings integrated into gradient boosting trees yield a 7% prediction performance lift in offline tests for vacation rental re-targeting.
Factorization meets the item embedding: Regularizing matrix factorization with item co- occurrence,
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Deep Personalized Re-targeting
Hybrid deep-shallow neural embeddings integrated into gradient boosting trees yield a 7% prediction performance lift in offline tests for vacation rental re-targeting.