Not all Jensen-Shannon Divergence Estimators are Equal

This preprint studies how empirical Jensen-Shannon divergence estimates vary across estimator families, sampling protocols, calibration, dimensionality, and class balance.

Recommended citation: Garrido, A., Almodovar, A., Elizo, M., Apellaniz, P. A., Zazo, S., & Parras, J. (2026). Not all Jensen-Shannon Divergence Estimators are Equal. arXiv preprint arXiv:2606.16411.