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cs.LG2020★ 6 cited
Improving Deep Learning For Airbnb Search
Malay Haldar, Mustafa Abdool, Prashant Ramanathan +6
The application of deep learning to search ranking was one of the most impactful product improvements at Airbnb. But what comes next after you launch a deep learning model? In this…
cs.LG2018
Applying Deep Learning To Airbnb Search
Malay Haldar, Mustafa Abdool, Prashant Ramanathan +8
The application to search ranking is one of the biggest machine learning success stories at Airbnb. Much of the initial gains were driven by a gradient boosted decision tree model.…