A/B test – Andrew Fairless, Ph.D.

What I Read: end-to-end, infrastructure, recommendations

By Andrew Fairless on November 7, 2022September 27, 2022

Recommend API Recommend APIUnified end-to-end machine learning infrastructure to generate recommendationsKatrina Ni Senior Software Engineer, Machine LearningAaron Maurer Senior Manager, Software EngineeringSeptember 6, 2022 “…we developed a unified framework weContinue readingWhat I Read: end-to-end, infrastructure, recommendations

What I Read: Supercharging A/B Testing

By Andrew Fairless on September 15, 2022August 3, 2022

Supercharging A/B Testing at Uber Supercharging A/B Testing at UberSergey Gitlin, Krishna Puttaswamy, Luke Duncan, Deepak Bobbarjung, and Arun Babu A S PJuly 21, 2022 “…building a correct and reliableContinue readingWhat I Read: Supercharging A/B Testing

What I Read: Experiment without the wait

By Andrew Fairless on March 28, 2022February 3, 2022

https://medium.com/pinterest-engineering/experiment-without-the-wait-speeding-up-the-iteration-cycle-with-offline-replay-experimentation-7a4a95fa674b Pinterest EngineeringJan 18Experiment without the wait: Speeding up the iteration cycle with Offline Replay ExperimentationMaxine Qian | Data Scientist, Experimentation and Metric Sciences“Online experimentation is often used to evaluateContinue readingWhat I Read: Experiment without the wait

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: Switchback Tests and Randomized Experimentation Under Network Effects

By Andrew Fairless on February 8, 2021January 12, 2021

https://medium.com/@DoorDash/switchback-tests-and-randomized-experimentation-under-network-effects-at-doordash-f1d938ab7c2a Switchback Tests and Randomized Experimentation Under Network Effects at DoorDashDoorDashFeb 14, 2018·12 min readDavid Kastelman, Data Scientist & Raghav Ramesh,Machine Learning Engineer “…given the systemic nature of many ofContinue readingWhat I Read: Switchback Tests and Randomized Experimentation Under Network Effects

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

Tag: A/B test