Read Signal Processing Literature
As a Phd student with limited experience I want to read up on different methods to find an embedding of the high dimensional spectra so that I can help finding the one best suited to the Raman spectra.
Comments
- re-read Bishop chapter 12 on Continuous Latent Variables
- Independent component analysis?
- Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation https://www.jmlr.org/papers/volume4/ziehe03a/ziehe03a.pdf
- http://wiki.peter-lasch.de/index.php?title=Mat2dcorr_-_A_Matlab_Toolbox_for_2D-COS
- Sindy autoencoders
- https://www.sciencedirect.com/book/9780123747266/handbook-of-blind-source-separation