The Modern Algorithmic Toolbox

1. introduction-consistent-hashing
2. property-preserving-lossy-compression
3. similarity-search
4. curse-of-dimensionality
5. generalization
6. regularization
7. understanding-principal-component-analysis
8. how-pca-works
9. low-rank-matrix-approximations
10. tensor-methods
11. graphs-as-matrices-and-the-laplacian-of-a-graph
12. spectral-techniques
13. reservoir-sampling
14. markov-chains
15. fourier-methods
16. fourier-methods
17. compressive-sensing
18. linear-and-convex-programming