Spike Wigner ModelExplores the Spike Wigner model, Bayesian denoising, state evolution, and spectral methods in matrix analysis.
Applications of GAMPDelves into applying the GAMP algorithm to simplify the lasso problem and analyze optimization challenges in neural networks.
Linear Algebra BasicsCovers fundamental concepts in linear algebra, including linear equations, matrix operations, determinants, and vector spaces.
Diagonalizability of MatricesExplores the diagonalizability of matrices through eigenvectors and eigenvalues, emphasizing their importance and practical implications.
Linear Algebra ReviewCovers the basics of linear algebra, including matrix operations and singular value decomposition.