Search Results for author: Atif Mansoor

Found 2 papers, 1 papers with code

Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference

1 code implementation24 May 2024 Jiantong Jiang, Zeyi Wen, Peiyu Yang, Atif Mansoor, Ajmal Mian

Probabilistic graphical models (PGMs) serve as a powerful framework for modeling complex systems with uncertainty and extracting valuable insights from data.

Fast Parallel Exact Inference on Bayesian Networks: Poster

no code implementations8 Dec 2022 Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian

Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models.

Interpretable Machine Learning

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