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Booking.com Data Science
The Data Science and Machine learning blog of Booking.com
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Raising the bar by lowering the bound
Raising the bar by lowering the bound
Why tackling overestimation is essential for product development
Nils Skotara
Nov 1, 2023
Latest
How good are your ML best practices?
How good are your ML best practices?
by George Chouliaras, Kornel Kielczewski, Amit Beka, David Konopnicki and Lucas Bernardi
George Chouliaras
Aug 23, 2023
Booking.com @ KDD 2023
Booking.com @ KDD 2023
Booking.com contributions at the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining at Long Beach, CA, USA
Dima Goldenberg
Jul 31, 2023
Sequential Testing at Booking.com
Sequential Testing at Booking.com
Reliable and fast product decisions
Nils Skotara
Jun 12, 2023
Booking.com @ RecSys 2022
Booking.com @ RecSys 2022
Booking.com’s publications at the 16th ACM conference on Recommender Systems
Felipe Moraes
Sep 5, 2022
How to stop wasting time fixing broken machine learning pipelines
How to stop wasting time fixing broken machine learning pipelines
Let me set the scene: it’s Monday morning, and you just came back from a relaxing weekend. You turn on your laptop, excited to get back to…
Carlo Provinciali
Aug 8, 2022
Encouraged to comply
Encouraged to comply
Improving bounds with Instrumental Variables
Nils Skotara
Aug 4, 2022
Publications
A/B/n testing with control in the presence of subpopulations
A/B/n testing with control in the presence of subpopulations
Published in NeurIPS 2021 by: Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier and Wouter M. Koolen
Christina Katsimerou
Dec 13, 2021
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda
Published in: (2021) Machine Learning for Fraud Detection in E-Commerce: A Research Agenda. In: Wang G., Ciptadi A., Ahmadzadeh A. (eds)…
Kees Jan de Vries
Nov 4, 2021
Booking.com @ RecSys 2021
Booking.com @ RecSys 2021
Booking.com’s publications at the 15th ACM conference on Recommender Systems
Maayan Kafry
Sep 23, 2021
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals
Published in the 14th ACM International Conference on Web Search and Data Mining WSDM 2021
Lucas Bernardi
Mar 23, 2021
Personalization in Practice
Personalization in Practice
Methods and Applications
Dima Goldenberg
Feb 26, 2021
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