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Deploying Experiment-Trained Models: Safe Retraining Pipelines and Governance

  • Ming Lei

摘要

Chapter 19 showed you how to learn from experiment data: the counterfactual methods (IPS, Doubly Robust, Meta-Learners, IV) that extract causal signals from randomized experiments. But knowing the algorithms is only half the battle.