How would you implement cross-validation strategies in a distributed ML system?
Instruction: Describe the approach for applying cross-validation methods in a distributed setting, ensuring model robustness and accuracy.
Context: This question tests the candidate's ability to adapt traditional ML validation techniques to distributed environments, crucial for large-scale ML applications.
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I would design distributed cross-validation so each fold is reproducible, isolated, and traceable...