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Personalized Configuration
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Product Optimization with Adaptive Experimentation at Facebook
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- 1 Optimizing Products with Adaptive Experimentation
- 2 The Status Quo: Static Configuration
- 3 Personalized Configuration
- 4 Many Models Are Compatible with the Data
- 5 Bayesian Models Capture Possible Realities
- 6 Optimizing HHVM's Just-In-Time Compiler
- 7 Ax Empowers Developers to Tune Configurations
- 8 Adaptive Experimentation Ecosystem
- 9 Adaptive Experimentation in Practice
- 10 Bo Torch A Flexible Research Platform for Bayesian Optimization