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cs.LG2025

Convergence Properties of Natural Gradient Descent for Minimizing KL Divergence

Adwait Datar, Nihat Ay

The Kullback-Leibler (KL) divergence plays a central role in probabilistic machine learning, where it commonly serves as the canonical loss function. Optimization in such settings…