Steven Holtzen

Assistant Professor
Khoury College of Computer Sciences, Northeastern University.

PhD. Computer Science, University of California, Los Angeles.

Email: s.holtzen@northeastern.edu

Office: West Village H Room 320

Address:
Northeastern University
Khoury College of Computer Sciences
320 West Village H
440 Huntington Avenue
Boston, MA 02115


overview

My research is at the intersection of programming languages and artificial intelligence. I am part of the Programming Research Laboratory at Northeastern University, and I guide the Northeastern Probabilistic Programming Laboratory (NeuPPL). Brief biography.

I like designing systems that make probabilistic modeling fast, accessible, and useful for solving every-day reasoning tasks. My research focuses on:

  • The design and implementation of probabilistic programming languages, see here for a representative paper.
  • Static analysis and reasoning principles for probabilistic programs such as probabilistic separation logics and program semantics.
  • Applications of probabilistic programming.

I regularly teach courses on programming languages; see here for a recent offering.

news

May 11, 2026
I will be lecturing at French Spring School in Theoretical Computer Science École de Printemps d’Informatique Théorique (EPIT) on probabilistic programming languages.
Apr 30, 2026
Congratulations John on his accepted PLDI paper “Categorical Semantics of Probabilistic Symbolic Execution”.
May 1, 2025
Roulette accepted to PLDI 2025.
Mar 5, 2025
Congratulations Sam and John on the accepted OOPSLA paper Multi-Language Probabilistic Programming, and congratulations Minsung and John on his accepted OOPSLA paper Scaling Optimization Over Uncertainty via Compilation!
Dec 31, 2024
Received the NSF Faculty Early Career Development (CAREER) Award. Thank you NSF!
Apr 17, 2024
Congratulations John on his accepted LICS paper “A Nominal Approach to Probabilistic Separation Logic”, and congratulations Poorva on her accepted PLDI paper “Bit Blasting Probabilistic Programs”.
Mar 20, 2024
I am excited to be lecturing at OPLSS in 2024 on probabilistic programming.
Sep 5, 2023
I am co-organizing LAFI 2024 at POPL 2024 in London!
Jul 3, 2023
Congratulations Minsung for his first-place finish in the PLDI 2023 Student Research Competition
Mar 1, 2023
John Li’s paper Lilac: a Modal Separation Logic for Conditional Probability was accepted to PLDI 2023.