Data Pun TBD
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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Applied and Unpublished Projects: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