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.9 min read·Jan 19, 2021----
Fedor ParfenovinExpedia Group TechnologyRecursive Least Squares for Linear Contextual BanditsA simple algorithm to run a linear contextual multi-armed bandits on continuous rewards8 min read·Dec 15, 2020--1--1
Fedor ParfenovinExpedia Group TechnologyMulti-Variate Web Optimisation Using Linear Contextual BanditsOr how you can run full webpage optimisations with a context-aware outcome11 min read·Sep 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.com8 min read·Mar 19, 2020----