George Matheos

George Matheos

PhD Student

MIT

Biography

I’m a 1st year PhD student at MIT studying computer science. My research is advised by Vikash Mansinghka.

I recently completed my undergraduate studies in math and computer science at UC Berkeley. At Berkeley, my research was advised by Stuart Russell.

During the year of 2020-2021, I worked full-time as a researcher at the MIT Probabilistic Computing Project.

For more information, see my CV.

Interests
  • Artificial Intelligence
  • Cognitive AI
  • Probabilistic Programming
Education
  • PhD in Computer Science (in progress)

    Massachusetts Institute of Technology

  • BA in Mathematics and Computer Science, 2023

    University of California, Berkeley

Publications

(2023). SMCP3: SMC with Probabilistic Program Proposals. AISTATS, 2023.

PDF Code Poster Video

(2022). Brain computation as fast spiking neural Monte Carlo inference in probabilistic programs. Poster at NAISys, at CSHL, Aug 2022. Poster at MIT Quest for Intelligence, Nov 2022. Paper in preparation for submission to a top-tier interdisciplinary conference.

PDF Poster

(2020). Transforming Worlds: Automated Involutive MCMC for Open Universe Probabilistic Programs. AABI, 2020.

PDF Cite Code Poster

Contact

  • georgematheos AT berkeley DOT edu