Shopping Recommendations at Pinterest
Speaker Bio:
Sai Xiao, Machine Learning Engineer
Pinterest
Abstract:
Millions of people across the world come to Pinterest to find new ideas every day. Shopping is at the core of Pinterest’s mission to help people create a life they love. This talk will introduce how Pinterest shopping team builds related products recommendations systems, including engagement-based and embedding-based candidates generations, indexing, and serving methods to support different multiple types of recommenders and its deep neural network ranking models.