Delivery platforms introduce unique challenges for recommender systems, as they must optimize a digital experience under physical and operational constraints. Items are tied to specific locations with delivery radii, real-time inventory, and preparation times - signals absent in other recommendation domains. More funda...
Marcel Kurovski, Paavo Camps, Raghav Saboo· Proceedings of the 20th ACM...· 0 citations
Delivery platforms introduce unique challenges for recommender systems, as they must optimize a digital experience under physical and operational constraints. Items are tied to specific locations with delivery radii, real-time inventory, and preparation times - signals absent in other recommendation domains. More funda...
Marcel Kurovski, Paavo Camps, Raghav Saboo· Proceedings of the 20th ACM...· 0 citations
Universal Venue Ranker is presented, a production system deployed at Wolt that pairs a bidirectional transformer encoder for sequential user modeling with a GBDT ranker integrating contextual, user, and store features and validated in three consecutive A/B tests.
Marcel Kurovski, Attila Nagy, Steffen Klempau et al.· 0 citations
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