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Tushar Das

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#machine learning Preprint Sep 2026

Nested Inductive Bias Framework for SPD Manifold Learning

This work introduces a Nested Inductive Bias framework that utilizes a two-stage diffeomorphic composition to formally pull back non-Euclidean target geometries onto the SPD manifold, and proposes the Rational Conformal Metric (RCM), designed to establish state-of-the-art geometric robustness against outliers by boundi...

Tushar Das · 0 citations

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