experiment – Andrew Fairless, Ph.D.

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: Compare ML Experiment Tracking Tools

By Andrew Fairless on April 21, 2021April 3, 2021

https://dagshub.com/blog/how-to-compare-ml-experiment-tracking-tools-to-fit-your-data-science-workflow/ How to Compare ML Experiment Tracking Tools to Fit Your Data Science WorkflowData Science WorkflowMar 22, 2021Guy SmoilovskyCo-Founder & CTO @ DAGsHub “There are many ML experiment tracking toolsContinue readingWhat I Read: Compare ML Experiment Tracking Tools

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

What I Read: To Adapt to Tech, We’re Heading Into the Shadows

By Andrew Fairless on December 30, 2020December 20, 2020

https://www.wired.com/story/opinion-to-adapt-to-tech-were-heading-into-the-shadows/ Matt BeaneIdeas06.08.2020 09:59 AMTo Adapt to Tech, We’re Heading Into the ShadowsMore and more innovation requires going into darker, more inappropriate, less ethical territory. Here’s how to respond. “…I’veContinue readingWhat I Read: To Adapt to Tech, We’re Heading Into the Shadows

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