Fisher Width: A Geometric Measure of Complexity on Statistical Manifolds

In three linesNew geometric complexity measure called Fisher width, a Fisher-geometric analogue of Gaussian width on statistical manifolds. Replaces Euclidean geometry with Fisher information metric to capture local statistical curvature. Develops foundational theory with generalization bounds and computable estimators, validated on MNIST.

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