Papers

Here's a selection of papers I have authored or co-authored

  • The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development [pdf]
  • Deep Feature Synthesis: Towards Automating Data Science Endeavors [pdf]
  • Prediction Factory: automated development and collaborative evaluation of predictive models [pdf]
  • Label, Segment, Featurize: a cross domain framework for prediction engineering [pdf]
  • CommunityFinder: Software to Analyze Communities that Develop in MOOC Discussion Forums [pdf]
  • Activity Classification using Smartphone Accelerometer Data [pdf]
  • ColorCrack: Identifying Cracks in Glass [pdf]
  • OK: OAuth 2.0 interface for the Kerberos V5 Authentication Protocol [pdf] [code]