Abhinav Gorantla
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126
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ML×1AI×1Stats Method.×1Stats ML×1
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2026
The Good, the Bad, and the Ugly of Markov Boundary for Tabular Prediction
While restricting a model to the theoretical Markov boundary can significantly improve prediction, the practical process of discovering and using this boundary is often computationally infeasible and does not consistently outperform using the full feature set.
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