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Innovative Recommendation Applications Using Two Tower Embeddings at Uber

Learn how we developed a unified, global, Two-Tower Embedding model to replace 1,035 city-specific DeepMF models, decreasing training time by orders of magnitude and working at Uber scale with millions of eaters and stores and hundreds of millions of items

Raccontata dauber.com

Timeline cronologica

  1. martedì 26 maggio 2026·uber.com

    Innovative Recommendation Applications Using Two Tower Embeddings at Uber

    Learn how we developed a unified, global, Two-Tower Embedding model to replace 1,035 city-specific DeepMF models, decreasing training time by orders of magnitude and working at…