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I'd like to learn more about ranking techniques, the bayesian approach mentioned in the intro as it pertains to this and other best practices. Can anyone recomm
by nprateem 3y ago
I'd like to learn more about ranking techniques, the bayesian approach mentioned in the intro as it pertains to this and other best practices. Can anyone recommend any resources please?
- bawejakunal 3y agoYes, multi armed bandits have been tried a number of times, specifically for copy and UX optimization in industry. A good resource to begin with will be this blog https://towardsdatascience.com/multi-armed-bandits-part-1-b8d33ab80697 https://towardsdatascience.com/multi-armed-bandits-part-1-b8... A few examples from industry include: 1. Netflix artwork optimization https://netflixtechblog.com/artwork-personalization-c589f074ad76 https://netflixtechblog.com/artwork-personalization-c589f074... 2. Duolingo notifications optimization https://research.duolingo.com/papers/yancey.kdd20.pdf https://research.duolingo.com/papers/yancey.kdd20.pdf