Data Pun TBD

Publications and Working Papers

• Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News
• Warped Front Pages

Series on Probability and Statistics:

• Expectation Pt. 4 (Moments) (PDF)
• Expectation Pt. 3 (Properties of Expectation) (PDF)
• Expectation Pt. 2 (Variance) (PDF)
• Expectation Pt. 1 (Intro) (PDF)
• Random Variables Pt. 4 (Markov Chains)
  • (PDF) Random Variables Pt. 4 (Markov Chains)
• Random Variables Pt. 3 (Functions of a Random Variable)
  • (PDF) Random Variables Pt. 3 (Functions of a Random Variable)
• Random Variables Pt. 2 (Multivariate Distributions)
  • (PDF) Random Variables Pt. 2 (Multivariate Distributions)
• Random Variables Pt. 1 (The Basics)
  • (PDF) Random Variables Pt. 1 (The Basics)
• Intro to Bayes’ Theorem
• Basics of Conditional Probability

Applied and Unpublished Projects:

• Optimization Under Uncertainty: The Scenario Approach and Guaranteed Error Machines
  • GitHub Link
  • Graphical Inference with Convolutional Neural Networks
    • USRESP Alt Link
• Dynamic Pricing in a Competitive Environment
• Natural Language Image Search
• Modeling Citi Bike Availability
• A Brief Intro to Bayesian Belief Networks
  • GitHub Link
• Some Notes on Reinforcement Learning
• Hidden Markov Models (DRAFT)
• Replicating Bayesian Distributional Word Embeddings
• Paraphrase Detection
  • GitHub Link
• Quick Analysis of Metro Transit Dwell Times
• Quantifiying Smart Growth (With Case Studies in Wellington and Colorado Springs)

Miscellaneous Learning Materials:

• Graph Analysis and Random Graphs
• Online Algorithms: Ski Rental Problem

A few outside posts:

• Carleton Data Science Club

And the work of some friends:

• Chiraag Gohel
• Will Dudarov

If you have any questions you can reach me here: eeepickens@gmail.com

Or check follow me on twitter for real time updates ElliotPickens