Random Forest Autoencoders for Guided Representation Learning

Published in NeurIPS 2025

Authors: Adrien Aumon*, Shuang Ni*, Myriam Lizotte, Guy Wolf, Kevin R. Moon, Jake Slater Rhodes

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Guided manifold learning and semi-supervised visualization with natural out-of-sample extension based on random forest proximities and diffusion geometry-regularized autoencoder architecture.