'Applying deep learning to Airbnb search' bookmarked by ~acolyer

Applying deep learning to Airbnb search

acolyer.org

Applying deep learning to Airbnb search Haldar et al., KDD’19 Last time out we looked at Booking.com’s lessons learned from introducing machine learning to their product stack. Today’s paper takes a look at what happened in Airbnb when they moved from standard machine learning approaches to deep learning. It’s written in a very approachable style … Continue reading Applying deep learning to Airbnb search

deep learning machine learning uncategorized
- Add
2

More like this (3)

How to build a Handwriting Reader from scratch with Deep Learning

nanonets.com

How to build a Handwriting Reader from scratch with Deep Learning When I makes mobile check...
How to build a Handwriting Reader from scratch with Deep Learning When I makes mobile check deposit and the bank mobile app detects the amount reliably, I’m amazed at that technology. That’s good use of tech to improve our life. In this article we will be learning about the task of handwritten text recognition, it’s intricacies and how we can solve it using deep...
- Read
- Add
2
Learning a unified embedding for visual search at Pinterest

acolyer.org

Learning a unified embedding for visual search at Pinterest Zhai et al., KDD’19 Last time out...
Learning a unified embedding for visual search at Pinterest Zhai et al., KDD’19 Last time out we looked at some great lessons from Airbnb as they introduced deep learning into their search system. Today’s paper choice highlights an organisation that has been deploying multiple deep learning models in search (visual search) for a while: Pinterest. … Continue reading Learning a unified embedding for visual...
- Read
- Add
150 successful machine learning models: 6 lessons learned at Booking.com

acolyer.org

150 successful machine learning models: 6 lessons learned at Booking.com Bernadi et al., KDD’19 Here’s a...
150 successful machine learning models: 6 lessons learned at Booking.com Bernadi et al., KDD’19 Here’s a paper that will reward careful study for many organisations. We’ve previously looked at the deep penetration of machine learning models in the product stacks of leading companies, and also some of the pre-requisites for being successful with it. Today’s … Continue reading 150 successful machine learning models: 6...
- Read
- Add