BayesOps

Our Mission

At BayesOps, we blend AI, Bayesian statistics, and simulations at the frontier of computational modeling.

Our Research

We develop, validate, and apply Bayesian methods for AI-assisted statistical workflows.

Our Projects

We create novel software and neural architectures for efficient Bayesian modeling.

Our Team

We bring together scholars from RPI and all around the world to advance collaborative research.

May 2026
- Our short paper on inverting foundation brain models was accepted at the Structured Probabilistic Inference & Generative Modeling workshop at ICML 2026. Congratulations to Niels Bracher!
- Our papers on amortized Bayesian adaptive design and meta-amortized Bayesian inference were accepted at ICML 2026 and ProbML! Congratulations to Niels Bracher and Jerry Huang!
- Stefan T. Radev and Jonas Arruda presented at the Approximately Bayes Workshop organized by the International Centre for Mathematical Statistics.
April 2026
- Stefan T. Radev appeared in two sessions with Alex Andorra on the Learning Bayesian Statistics podcast.
- Stefan T. Radev co-organized a workshop with Paul Bürkner for the Statistical Modeling in Psychology (SMiP) graduate school at the University of Mannheim.
March 2026 – Stefan T. Radev gave a talk on diffusion models and simulation-based inference in the School of Computational Science and Engineering Seminar Series at Georgia Institute of Technology.
February 2026 – Stefan T. Radev gave a talk on simulation-based inference for the biomedical sciences in the Center for Translational Imaging Seminar Series at Albany Medical College.
January 2026 – Two of our papers on hierarchical and robust amortized Bayes were accepted at ICLR 2026. Congratulations to Jonas Arruda and Ayush Mishra!

November 2025 – Niek Stevenson from University of Amsterdam and Mischa von Krause from Heidelberg University visited the lab as part of ongoing collaborations.
October 2025 – Stefan T. Radev gave a talk and Niels Bracher presented a poster at the STAMPS Workshop on neural simulation-based inference, held at Carnegie Mellon University.
September 2025 – Stefan T. Radev presented a poster at the European Mathematical Psychology Group Meeting 2025, held at the University of Padova.
July 2025 – Stefan T. Radev co-organized the workshop on simulation-based inference at MathPsych 2025, held at Ohio State University. Jerry Huang also presented at the workshop.
July 2025 – Stefan T. Radev and Jerry Huang held two sessions on simulation-based inference at the Carney Computational Modeling Workshop hosted by the Carney Institute for Brain Science, Brown University.