Knowledge-Informed Sparse Bayesian Learning

Implementation of KISBL and KISBL-VS with example scripts.

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This package provides the implementation of the proposed Knowledge-Informed Sparse Bayesian Learning (KISBL) framework and its variable selection extension (KISBL-VS). It includes example scripts for reproducing the main experiments, along with the spectral datasets used in the study.

Cite As

vision_ (2026). Knowledge-Informed Sparse Bayesian Learning (https://se.mathworks.com/matlabcentral/fileexchange/183720-knowledge-informed-sparse-bayesian-learning), MATLAB Central File Exchange. Retrieved .

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0