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Maiia Bakhova's Blog – February 2019 Archive (1)

Online Ad selection: Upper Confidence Bound method and Thompson Sampling method

The post is devoted to select the most popular ad to display on a webpage to gather the most clicks. The rate at which the webpage visitors click on an ad is called a conversion rate for the add.

Assume that we have several ads and a place on a webpage to show one of them. We can display them one by one, record all the clicks, analyse the results afterwards and figure the most popular. But an ad display may be pricey. It would be more efficient to estimate rates in real time and to…

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Added by Maiia Bakhova on February 28, 2019 at 10:00am — No Comments

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