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08/25/2022
Addressing Hidden Imperfections in Online Experimentation
Technology companies are increasingly using randomized controlled trials...
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08/25/2022
Incrementality Bidding and Attribution
The causal effect of showing an ad to a potential customer versus not, c...
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02/22/2021
You Only Compress Once: Optimal Data Compression for Estimating Linear Models
Linear models are used in online decision making, such as in machine lea...
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12/17/2020
Success Stories from a Democratized Experimentation Platform
We demonstrate the effectiveness of democratization and efficient comput...
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10/29/2019
Efficient Computation for Centered Linear Regression with Sparse Inputs
Regression with sparse inputs is a common theme for large scale models. ...
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10/09/2019
Engineering for a Science-Centric Experimentation Platform
Netflix is an internet entertainment service that routinely employs expe...
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10/03/2019