Search Results for author: Carlos Alzate

Found 5 papers, 0 papers with code

Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems

no code implementations20 Oct 2023 Mihaly Novak, Rocco Langone, Carlos Alzate, Johan Suykens

This is altered by the modifications reported in this brief that drastically improve the computational characteristics.

Clustering Computational Efficiency +3

Kernel Spectral Clustering and applications

no code implementations3 May 2015 Rocco Langone, Raghvendra Mall, Carlos Alzate, Johan A. K. Suykens

This is a major advantage compared to classical spectral clustering where the determination of the clustering parameters is unclear and relies on heuristics.

Clustering Image Segmentation +3

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