multi-armed – Andrew Fairless, Ph.D.

What I Read: ML, Engagement, Maternal and Child Health

By Andrew Fairless on October 27, 2022September 9, 2022

https://ai.googleblog.com/2022/08/using-ml-to-boost-engagement-with.html Using ML to Boost Engagement with a Maternal and Child Health Program in IndiaWednesday, August 24, 2022Posted by Aparna Taneja, Software Engineer, and Milind Tambe, Principal Scientist, Google Research,Continue readingWhat I Read: ML, Engagement, Maternal and Child Health

What I Read: Bandits for Recommender Systems

By Andrew Fairless on June 8, 2022May 23, 2022

https://eugeneyan.com/writing/bandits/ Bandits for Recommender Systemseugeneyan “Recommender systems work well when we have a lot of data on user-item preferences…. Conversely, with very little data, we have low certainty…. Bandits addressContinue readingWhat I Read: Bandits for Recommender Systems

What I Read: Causal design patterns

By Andrew Fairless on April 1, 2021March 15, 2021

https://emilyriederer.netlify.app/post/causal-design-patterns/ Causal design patterns for data analystsJan 30, 2021 “…it’s easy to do causal inference wrong. For example, attempting to control for the wrong variables can sometimes induce correlations andContinue readingWhat I Read: Causal design patterns

What I Read: Multi-Armed Bandits and Experimentation

By Andrew Fairless on January 23, 2021December 30, 2020

https://multithreaded.stitchfix.com/blog/2020/08/05/bandits/ Multi-Armed Bandits and the Stitch Fix Experimentation PlatformBlog post by Brian AmadioBrian AmadioAugust 05, 2020 “Multi-armed bandits have become a popular alternative to traditional A/B testing for online experimentationContinue readingWhat I Read: Multi-Armed Bandits and Experimentation

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