Train Often, Deploy Selectively: Forward-Gated Model Replacement in Crypto Markets

Aditya Dutta

The paper proposes a deployment strategy called Shadow Before Swap (SBS) that evaluates retrained forecasting models off the live path and only promotes them when they show a suffi…