Data reconstruction from machine learning models via inverse estimation and Bayesian inference.

We acknowledge that nonlinear dependencies may be significant in contexts where variable interactions exhibit strong non-monotonic behaviors or feedback loops, making monotonic patterns insufficient to capture the complexity of the system.

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