TPM 2024: Workshop on Tractable Probabilistic Modeling – Paper Submission Deadline Extended to May 27th, 2024
The paper submission deadline for the 7th Workshop on Tractable Probabilistic Modeling (TPM) has been extended to May 27th, 2024. TPM aims to highlight the connection between trustworthy artificial intelligence and tractable reasoning, focusing on recent advancements in the field and their potential impact on settings of trustworthy AI such as fairness, robustness, causality, and neuro-symbolic AI.
The workshop will be held in person on July 19th, 2024, co-located with UAI 2024 at the Universitat Pompeu Fabra, Barcelona, Spain. Prospective authors are invited to submit novel research, retrospective papers, or recently accepted papers on relevant topics including new tractable representations, learning algorithms for TPMs, theoretical and empirical analysis of TPMs, connections between TPM classes, TPMs for responsible, robust, and explainable AI, TPMs for trustworthy ML, approximate inference algorithms with guarantees, and successful applications of TPMs to real-world problems.
Submissions must follow the style guidelines of UAI and should use the adjusted template in the TPM format. Original papers and retrospective papers should be up to 4 pages long, excluding references. Already accepted papers can be submitted in the format of the venue they have been accepted to. Supplementary material can be put in the same pdf paper (after references).
For any questions, please contact the organizers at tpmworkshop2024 at gmail.com.
Submission Link: https://openreview.net/group?id=auai.org/UAI/2024/Workshop/TPM