Extending the Beta divergence to complex values

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Colin Vaz, Shrikanth Narayanan

Published: 2021, Last Modified: 17 Jul 2025Pattern Recognit. Lett. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We state and prove a generalization of Young’s inequality to the complex plane.•We derive the Beta divergence for complex-valued scalars.•We show that several well-known divergences are special cases of the Complex Beta divergence.