Lucas BernardiinBooking.com Data ScienceMining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation RentalsPublished in the 14th ACM International Conference on Web Search and Data Mining WSDM 20211 min read·Mar 23, 2021----
Lucas BernardiinBooking.com Data ScienceMachine Learning in production: the Booking.com approachDuring the last five years, Machine Learning became a standard tool for Product Development in Booking.com. Today, it plays a role in every15 min read·Oct 29, 2019--4--4
Lucas BernardiinBooking.com Data ScienceDon’t be tricked by the Hashing TrickIn Machine Learning, the Hashing Trick is a technique to encode categorical features. It’s been gaining popularity lately after being…12 min read·Jan 10, 2018--7--7
Lucas BernardiinBooking.com Data Sciencek-Nearest Neighbours: From slow to fast thanks to mathsAbstract: Building the best travel experience for our customers in Booking.com often involves solving very challenging problems. One that…12 min read·Aug 31, 2016--4--4