A representation property is identifiable from the induced predictor iff it is constant on the fibers of the map from admissible (representation, head) pairs to the composite predictor.
Model Identifiability , booktitle =
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A Fiber Criterion for Representation Identifiability in Supervised Learning
A representation property is identifiable from the induced predictor iff it is constant on the fibers of the map from admissible (representation, head) pairs to the composite predictor.