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Publications in VIVO
 

Frongillo, Rafael M Assistant Professor

Positions

Research

research overview

  • Dr. Frongillo's research interests lie in the interface of theoretical machine learning and economics (encompassing topics such as information elicitation, crowdsourcing, learning, and markets), as well as dynamical systems. Below are broad questions describing his current focus. What is the expressive power of empirical risk minimization? How can we design better incentives for crowdsourcing? Can we understand markets in terms of optimization algorithms? How can we prove rigorous results in dynamics using computational topology?

keywords

  • algorithmic economics, theoretical machine learning, information elicitation, dynamical systems

Publications

selected publications

Teaching

courses taught

  • CSCI 4950 Senior Thesis (Spring 2019)
  • CSCI 5900 Master's Level Independent Study (Spring 2019)
  • CSCI 6950 Master's Thesis (Spring 2019)
  • CSCI 7900 Doctoral Level Independent Study (Spring 2019)
  • APPM 8500 Statistics, Optimization and Machine Learning Seminar (Fall 2018)
  • CSCI 2900 Lower Division, Undergraduate Level Independent Study (Fall 2018)
  • CSCI 3434 Theory of Computation (Fall 2018)
  • CSCI 4802 Data Science Team Companion Course (Fall 2018)
  • CSCI 4900 Upper Division, Undergraduate Level Independent Study (Fall 2018)
  • CSCI 4950 Senior Thesis (Fall 2018)
  • CSCI 5802 Data Science Team Companion Course (Fall 2018)
  • CSCI 6800 Master of Engineering Project (Fall 2018)
  • CSCI 6940 Master's Degree Candidacy (Fall 2018)
  • CSCI 6950 Master's Thesis (Fall 2018)
  • CSCI 7000 Current Topics in Computer Science (Fall 2018)
  • CSCI 7900 Doctoral Level Independent Study (Fall 2018)
  • CSCI 8990 Doctoral Dissertation (Fall 2018)
  • CSCI 4802 Data Science Team Companion Course (Spring 2018)
  • CSCI 4950 Senior Thesis (Spring 2018)
  • CSCI 5802 Data Science Team Companion Course (Spring 2018)
  • CSCI 5900 Master's Level Independent Study (Spring 2018)
  • CSCI 6950 Master's Thesis (Spring 2018)
  • CSCI 7900 Doctoral Level Independent Study (Spring 2018)

Background

International Activities

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