Uncertainty Propagation

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1 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Uncertainty Quantification

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Uncertainty QuantificationPredictive UncertaintyUncertainty-Aware TeachersCalibrated UncertaintyInterpretable UncertaintyPose UncertaintyDoubt

24 papers

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  1. PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems

    Aug 22, 2026Yaokun Liu, Yifan Liu, Daniel Yue Zhang +3Decentralized Multi-Agent SystemUncertainty Propagation

  2. Structure-Preserving Uncertainty Propagation in First-Order Proof Search

    Aug 10, 2026Tanel TammetTheoremDoubt

  3. Two-Step MV-DeepONet: Probabilistic Operator Learning for Uncertainty Propagation Driven by Random Input Fields

    Aug 10, 2026Yupei Nie, Lei Wang, Jiasen LiuUncertainty PropagationProbabilistic Operator Learning

  4. Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks

    Jul 28, 2026Bart Custers, Koorosh AslansefatLarge Language Model UncertaintyUncertainty Propagation

  5. Bayesian uncertainty estimation improves clinical decision making in medical AI agents

    Jul 22, 2026Frederik Hauke, Patrick Wienholt, Christiane Kuhl +4Uncertainty PropagationEpistemic Uncertainty Artificial Intelligence Act

  6. Dynamic Online Processor-Native Inference for State Estimation

    Jul 13, 2026Orestis KaparounakisBayesian FilteringState Estimation

  7. Integrating Neural Encoders in Bayesian Generalized Linear Mixed Models for Multimodal Data

    Jul 6, 2026Yuankang Zhao, Youngsoo Baek, Felipe A. Medeiros +2Generalized Linear ModelMultimodal Learning

  8. Continuous-Time Gaussian Belief Trees for Motion Planning

    Jul 3, 2026Rayan Mazouz, Qi Heng Ho, Zachary N. Sunberg +1Safe Motion PlanningSafety Constraints

  9. Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering

    Jul 1, 2026Louis Donaldson, Connor Walker, Koorosh Aslansefat +1Uncertainty PropagationRetrieval-Augmented Generation

  10. Neural Conjugate Aggregation: Identifiable Unsupervised Multi-Sensor Regression under Heterogeneous Sensor Bias

    Jun 20, 2026Muhammed Faruk Aytin, Zehra Demir, Alper Ünal +2Uncertainty-Aware FusionUncertainty Propagation

  11. Continuous-Time Probabilistic Correctors for Uncertainty-Aware Physics-Based Spacecraft Trajectory Forecasting

    Jun 19, 2026Muhammad Bilal Shahid, Zhanhong Jiang, Soumik Sarkar +1Long-Horizon ForecastingUncertainty Propagation

  12. Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier

    Jun 9, 2026Kaiwen Shi, Zheyuan Zhang, Han Bao +2Uncertainty PropagationHandoff

  13. IMU Propagation as Preintegration

    May 27, 2026Jianzhu HuaiInertial Measurement UnitsInertial Odometry

  14. Uncertainty-Guided Conservative Propagation for Structured Inference in Vessel Segmentation

    May 19, 2026Huan Huang, Michele Esposito, Chen ZhaoMedical Image SegmentationU-Net

  15. A numerical study into neural network surrogate model performance for uncertainty propagation

    May 15, 2026Noah Wade, Kirubel TeferraSurrogate ModelingHeat Diffusion

  16. Learning Context-conditioned Gaussian Overbounds for Convolution-Based Uncertainty Propagation

    May 15, 2026Ruirui Liu, Xuejie Hou, Yiping Jiang +1Uncertainty PropagationUncertainty Quantification

  17. Heuristic Pathologies and Further Variance Reduction via Uncertainty Propagation in the AIVAT Family of Techniques

    May 14, 2026Juho Kim, Tuomas SandholmVarianceUncertainty Propagation

  18. Robust volatility updates for Hierarchical Gaussian Filtering

    May 1, 2026Christoph Mathys, Nicolas Legrand, Peter Thestrup Waade +2Bayesian FilteringVolatility

  19. Neural Aided Kalman Filtering for UAV State Estimation in Degraded Sensing Environments

    Apr 30, 2026Akhil Gupta, Erhan GuvenInvariant Extended Kalman FilterBayesian Filtering

  20. Uncertainty Propagation in LLM-Based Systems

    Apr 26, 2026Boming Xia, Liming Zhu, Erdun Gao +3Large Language Model UncertaintyUncertainty Propagation

  21. Formal Bayesian Transfer Learning via the Total Risk Prior

    Jul 31, 2025Nathan Wycoff, Ali Arab, Lisa O. SinghEmpirical Risk MinimizationLasso

  22. Robustness and Structure Preservation in Flow-Based Generative Models via Wasserstein Path-Space Divergences

    Oct 2, 2024Ziyu Chen, Markos A. Katsoulakis, Benjamin J. ZhangWasserstein DistanceGenerative Flow Networks

  23. Analytical Standard Errors for Exploratory Factor Solutions

    Nov 12, 2018Xingwei Hu, Caihong Hu, Cheng-Kuang WuHeteroskedasticityExploratory Factor Analysis

  24. Kalman Filtering Based Flight Management System Modeling for AAM Aircraft

    Date pendingBalram Kandoria, Aryaman Singh SamyalInvariant Extended Kalman FilterUnmanned Aerial Vehicle Trajectories