Bayesian Networks

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7 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Neural Logic Networks for Interpretable Classification

    Aug 11, 2025Vincent Perreault, Katsumi Inoue, Richard Labib +1Differentiable Logic Gate NetworksNeural Network

    Department of Mathematics and Industrial Engineering Polytechnique Montréal · National Institute of Informatics, Tokyo

  2. Robust Sparse Bayesian Learning Based on Minimum Error Entropy for Noisy High-Dimensional Brain Activity Decoding

    Aug 5, 2025Yuanhao Li, Badong Chen, Wenjun Bai +2Bayesian NetworksNon-Gaussianity

    Center for Advanced Intelligence Project, RIKEN, Tokyo 103-0027, Japan · Department of Computational Brain Imaging, ATR Neural Information Analysis Laboratories, Kyoto 619-0237, Japan · Institute of Artificial Intelligence and Robotics (IAIR), Xi’an Jiaotong University, Xi’an 710049, China +1

  3. Quantum Bayesian Networks Can Speed up Reinforcement Learning in Partially Observable Environments

    Jul 24, 2025Gilberto Cunha, Alexandra Ramôa, André Sequeira +2Quantum Computational AdvantageBayesian Networks

    High-Assurance Software Laboratory (HASLab), INESC TEC, Portugal · Department of Computer Science, University of Minho, Portugal · International Iberian Nanotechnology Laboratory (INL), Portugal

  4. Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization

    May 21, 2025Aliakbar Nafar, Kristen Brent Venable, Zijun Cui +1Bayesian NetworksPrior Knowledge Integration

    Michigan State University · Florida Institute for Human and Machine Cognition (IHMC) University of West Florida

  5. Hierarchical Sparse Bayesian Multitask Learning for Disease Prediction in Pooled Microbiome Studies

    Feb 4, 2025Haonan Zhu, Andre R. Goncalves, Camilo Valdes +10Bacterial Colony CountingBayesian Networks

    Lawrence Livermore National Laboratory · Electrical and Computer Engineering, University of Michigan

  6. A Bayesian Approach for the Network Reconstruction of Interdependent Critical Infrastructure Systems from Cascading Failures

    Nov 28, 2022MirSaleh Bahavarnia, Hiba Baroud, Yu Wang +1Safety-Critical InfrastructureNetwork Science

    Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, TN, USA. · School of Computer and Data Sciences at the University of Oregon, Eugene, OR, USA. · Department of Civil Engineering, University of Texas at Arlington, Arlington, TX, USA.