Eigenvalue expansions, the singular value decomposition (SVD) and image compression. The slides are available here: http://www.cs.ubc.ca/~nando/340-2012/lect...
nando de freitas, machine learning, SVD, singular value decomposition, eigenvalues, image compression, lossy compression, unsupervised learning