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20162025
most citedGuaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities

55 citations · 102 across the 14 of their papers we have counts for

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cs.LG2025

Deterministic Bounds and Random Estimates of Metric Tensors on Neuromanifolds

Ke Sun

The high-dimensional parameter space of deep neural networks -- the neuromanifold -- is endowed with a unique metric tensor defined by the Fisher information. Reliable and scalable…