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cs.DS2024
Diffusion Map Autoencoder
Julio Candanedo
Diffusion-Map-AutoEncoder (DMAE) pairs a diffusion-map encoder (using the Nyström method) with linear or RBF Gaussian-Process latent mean decoders, yielding closed-form inductive m…
cs.DS2023
Sparse Partial-Tracing
Julio Candanedo
Matrices and more generally multidimensional arrays, form the backbone of computational studies. In this paper we demonstrate increases in computational efficiency by performing pa…