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the modern algorithmic toolbox

Folder: courses/the-modern-algorithmic-toolbox

17 items under this folder.

  • Apr 25, 2024

    Understanding Principal Component Analysis

    • Apr 25, 2024

      How PCA works

      • Sep 25, 2023

        Graphs as matrices and the Laplacian of a graph

        • Sep 25, 2023

          Spectral techniques

          • Sep 25, 2023

            Tensor methods

            • Sep 25, 2023

              Reservoir sampling

              • Jul 13, 2023

                Low-rank matrix approximations

                • Jun 07, 2023

                  Curse of Dimensionality

                  • Jun 01, 2023

                    Similarity Search

                    • Jun 01, 2023

                      Fourier methods

                      • May 18, 2023

                        Regularization

                        • May 14, 2023

                          Generalization

                          • May 12, 2023

                            Property-preserving lossy compression

                            • May 12, 2023

                              Introduction Consistent hashing.

                              • May 12, 2023

                                Linear and convex programming

                                • May 12, 2023

                                  Compressive sensing

                                  • May 12, 2023

                                    Markov Chains


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