# Linear Algebra

- A parlor trick for SET

March 25, 2018 - Formulating the Support Vector Machine Optimization Problem

June 5, 2017 - The Inner Product as a Decision Rule

May 22, 2017 - The Reasonable Effectiveness of the Multiplicative Weights Update Algorithm

February 27, 2017 - A Spectral Analysis of Moore Graphs

November 3, 2016 - Singular Value Decomposition Part 2: Theorem, Proof, Algorithm

May 16, 2016 - Singular Value Decomposition Part 1: Perspectives on Linear Algebra

April 18, 2016 - Tensorphobia and the Outer Product

March 28, 2016 - Big Dimensions, and What You Can Do About It

February 8, 2016 - Concrete Examples of Quantum Gates

January 11, 2016 - The Welch-Berlekamp Algorithm for Correcting Errors in Data

September 7, 2015 - Markov Chain Monte Carlo Without all the Bullshit

April 6, 2015 - Hamming's Code

March 2, 2015 - Multiple Qubits and the Quantum Circuit

January 26, 2015 - The Quantum Bit

December 15, 2014 - A Motivation for Quantum Computing

December 8, 2014 - Linear Programming and the Simplex Algorithm

December 1, 2014 - Learning a single-variable polynomial, or the power of adaptive queries

November 18, 2014 - The Complexity of Communication

November 10, 2014 - Making Hybrid Images

September 29, 2014 - When Greedy Algorithms are Perfect: the Matroid

August 26, 2014 - Linear Programming and Healthy Diets — Part 1

June 2, 2014 - (Finite) Fields — A Primer

February 26, 2014 - Fixing Bugs in "Computing Homology"

January 23, 2014 - How to Conquer Tensorphobia

January 17, 2014 - The Two-Dimensional Fourier Transform and Digital Watermarking

December 30, 2013 - Linear Regression

August 18, 2013 - Cauchy-Schwarz Inequality (and Amplification)

July 23, 2013 - Functoriality

July 14, 2013 - Computing Homology

April 10, 2013 - Probability Theory — A Primer

January 4, 2013 - Neural Networks and the Backpropagation Algorithm

December 9, 2012 - K-Nearest-Neighbors and Handwritten Digit Classification

August 26, 2012 - Metric Spaces — A Primer

August 26, 2012 - Principal Component Analysis

June 28, 2012 - The Discrete Fourier Transform — A Primer

June 23, 2012 - Generalized Functions — A Primer

June 6, 2012 - Double Angle Trigonometric Formulas

May 19, 2012 - The Fourier Series—A Primer

April 25, 2012 - Row Reduction Over A Field

December 30, 2011 - The Perceptron, and All the Things it Can't Perceive

August 11, 2011 - Eigenfaces, for Facial Recognition

July 27, 2011 - Inner Product Spaces—A Primer

July 25, 2011 - Google's Page Rank—The Final Product

June 20, 2011 - Linear Algebra—A Primer

June 19, 2011 - Google's PageRank—A First Attempt

June 18, 2011 - Google's PageRank—Introduction

June 12, 2011