Continual Learning Index
Adapting models to a changing world.
Notes
- Retraining Strategies — stateless vs. stateful retraining, trigger strategies (scheduled/drift/performance), and data freshness weighting
- Testing in Production — shadow evaluation, online A/B testing, interleaving experiments, and safe rollback