# Statistics

- "Practical Math" Preview: Collect Sensitive Survey Responses Privately

May 14, 2022 - Earthmover Distance

March 5, 2018 - Bayesian Ranking for Rated Items

March 13, 2017 - Singular Value Decomposition Part 2: Theorem, Proof, Algorithm

May 16, 2016 - Big Dimensions, and What You Can Do About It

February 8, 2016 - One definition of algorithmic fairness: statistical parity

October 19, 2015 - Optimism in the Face of Uncertainty: the UCB1 Algorithm

October 28, 2013 - Linear Regression

August 18, 2013 - Principal Component Analysis

June 28, 2012 - Streaming Median

June 14, 2012 - Holidays and Homicide

November 25, 2011