Mihajlo Grbovic

Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks

2018

Rapid expansion of mobile devices has brought an unprecedented opportunity for mobile operators and content publishers to reach many users at any point in time. Understanding usage patterns of mobile applications (apps) is an integral …

Real-time Personalization using Embeddings for Search Ranking at Airbnb

2018

Search Ranking and Recommendations are fundamental problems of crucial interest to major Internet companies, including web search engines, content publishing websites and marketplaces. However, despite sharing some common characteristics a one-size-fits-all solution does not exist …