TPM 2026

The 9th Workshop on Tractable Probabilistic Modeling

From Tensor Networks to Causality and Beyond

Friday, August 21st, 2026 in Amsterdam, the Netherlands

Workshop at UAI 2026 Conference website

TPM 2026

Program

TPM 2026 will be held in a hybrid format. Presentations and talks will be delivered in person and streamed via Zoom. Accepted papers will be presented during two poster sessions.

Schedule

Workshop schedule

Friday, August 21, 2026. All times are local to Amsterdam (CEST).

Time Session
09:00 - 09:15 Welcome and Best Paper Awards
09:15 - 10:00 From TPMs to Programming Languages and Back Again (Steven Holtzen, Northeastern University)
10:00 - 10:30 Coffee break
10:30 - 11:15 Poster Session I
11:15 - 12:00 On Approximation Complexity of Matrix Product Operator Born Machines (Chao Li, RIKEN)
12:00 - 14:00 Lunch
14:00 - 14:45 Deep Probabilistic Logics: from statistical relational to neurosymbolic AI (Giuseppe Marra, KU Leuven)
14:45 - 15:30 Can Requirements Make Machine Learning Safer? From constrained prediction to structured generation (Eleonora Giunchiglia, Imperial College London)
15:30 - 16:00 Coffee break
16:00 - 16:45 Poster Session II
16:45 - 17:30 Tractable Language Model Programming: Themes and Prospects (Kyle Richardson, AI2)