Fedor ParfenovinExpedia Group TechnologyAdaptive Products and Contextual Bandits — A New Way of Optimising WebsitesHow using contextual multi-armed bandits will change the way product teams optimise web pages.Jan 19, 2021Jan 19, 2021
Fedor ParfenovinExpedia Group TechnologyRecursive Least Squares for Linear Contextual BanditsA simple algorithm to run a linear contextual multi-armed bandits on continuous rewardsDec 15, 20201Dec 15, 20201
Fedor ParfenovinExpedia Group TechnologyMulti-Variate Web Optimisation Using Linear Contextual BanditsOr how you can run full webpage optimisations with a context-aware outcomeSep 1, 2020Sep 1, 2020
Fedor ParfenovinExpedia Group TechnologyHow We Optimized Hero Images on Hotels.com using Multi-Armed Bandit AlgorithmsIntroducing the multi-armed bandit (MAB) optimization used for hero images on hotels.comMar 19, 2020Mar 19, 2020