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Adjusted Power Multi-Armed Bandit Insights

Adjusted Power Multi-Armed Bandit

9 min read • Testing and Data Science, Uncategorized

At Conductrics, two of our guiding principles for experimentation are:Principle 1: Be mindful about what the problem is, preferring the simplest approach to solving it. Principle 2: Remember that how data is collected is often much more important than how that data is analyzed.

Default thumbnail for Intelligent Agents: AB Testing, User Targeting, and Machine Learning

Intelligent Agents: AB Testing, User Targeting, and Machine Learning

13 min read • Analytics, Testing and Data Science

(Updated: Aug 2020)

Whether you are in a large company running marketing campaigns, or in digital analytics, or a data scientist at a tech startup, you probably are on board with the importance of analytical decision-making.  Go to any related conference,…

Default thumbnail for Balancing Earning with Learning: Bandits and Adaptive Optimization

Balancing Earning with Learning: Bandits and Adaptive Optimization

8 min read • Testing and Data Science

While AB Testing is currently the default method for optimizing online conversions, there are frameworks other than AB testing for selecting between competing optimization options.  One of the main alternative approaches is known as the Multi-Armed Bandits problem.  Solutions to…

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