Latest Articles for Uncertainty

Nuclear Theory Nucleons and Uncertainty: A Deep Dive

Discover how scientists tackle uncertainties in nucleon research with new techniques.

K. Topolnicki, R. Skibiński, J. Golak

2025-03-22T13:17:26+00:00 ― 7 min read

Machine Learning REPEAT: A Clearer Look into AI Decisions

REPEAT enhances AI explanations, clarifying pixel importance and confidence levels.

Kristoffer K. Wickstrøm, Thea Brüsch, Michael C. Kampffmeyer

2025-03-20T19:03:27+00:00 ― 7 min read

Machine Learning Quantum-Cognitive Neural Networks: The Future of AI

QT-NNs blend quantum mechanics with cognitive psychology for better decision-making.

Milan Maksimovic, Ivan S. Maksymov

2025-03-17T13:52:26+00:00 ― 7 min read

Fluid Dynamics Neural Networks Tackle Turbulence Modeling

Discover how neural networks address uncertainty in fluid turbulence modeling.

Cody Grogan, Som Dutta, Mauricio Tano

2025-03-16T12:23:54+00:00 ― 6 min read

Statistics Theory Confidence Intervals: A Guide to HPD and LRCI

Learn the differences and uses of HPD and LRCI in data analysis.

A. X. Venu

2025-03-14T20:58:46+00:00 ― 7 min read

Applications Transforming Family Planning: New Insights on Contraceptive Use

A new method improves understanding of family planning trends.

Shauna Mooney, Leontine Alkema, Emily Sonneveldt

2025-03-08T02:12:54+00:00 ― 5 min read

Computation and Language UAlign: Making AI More Reliable

A new framework helps language models express uncertainty and improve their honesty.

Boyang Xue, Fei Mi, Qi Zhu

2025-03-02T00:51:18+00:00 ― 8 min read

Optimization and Control Unlocking the Secrets of Polyhedral Control Design

Discover how polyhedra shape modern control systems in engineering.

Boris Houska, Matthias A. Müller, Mario E. Villanueva

2025-02-24T21:42:20+00:00 ― 7 min read

Statistics Theory Revolutionizing Data Analysis with Inferential Models

Discover a fresh approach to measuring uncertainty in data analysis.

Ryan Martin, Jonathan P. Williams

2025-02-24T20:38:11+00:00 ― 5 min read

Functional Analysis Decoding Signals: The Art of Time-Encoding

A look into innovative methods for capturing and representing signals from our environment.

Diana Carbajal, José Luis Romero

2025-02-24T13:42:50+00:00 ― 6 min read

Machine Learning Hybrid Language Models: Speed Meets Accuracy

Revolutionizing text generation by combining small and large models for faster performance.

Seungeun Oh, Jinhyuk Kim, Jihong Park

2025-02-24T00:23:40+00:00 ― 7 min read

Numerical Analysis Transforming Blurry Images with Deep Gaussian Processes

Discover how DGPs sharpen images and handle uncertainty.

Jonas Latz, Aretha L. Teckentrup, Simon Urbainczyk

2025-02-23T14:07:05+00:00 ― 8 min read

Machine Learning Federated Learning: Smart Teamwork for Privacy

Learn how devices collaborate without sharing personal data.

Junliang Lyu, Yixuan Zhang, Xiaoling Lu

2025-02-22T07:35:59+00:00 ― 6 min read

Machine Learning Simi-Mailbox: A Smart Solution for GNN Calibration

New method improves confidence in GNN predictions significantly.

Hyunjin Seo, Kyusung Seo, Joonhyung Park

2025-02-19T19:17:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition Mastering Multi-Exposure Image Fusion

Learn how advanced techniques improve image quality in varying lighting conditions.

Xin Su, Zhuoran Zheng

2025-02-17T07:54:18+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Machine Learning Models

Learn how separating uncertainty types aids decision-making in machine learning.

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

2025-02-17T04:41:42+00:00 ― 5 min read

Methodology Assessing Extreme Events: Risks and Tools

Understanding risks of extreme weather and financial events with advanced tools.

Boris Beranger, Simone A. Padoan

2025-02-15T12:50:07+00:00 ― 6 min read

Physics Education Mastering Uncertainty in Physics Education

A look into how students learn to handle uncertainties in physics labs.

Matheus A. S. Pessôa, Rebecca Brosseau, Benjamin J. Dringoli

2025-02-15T03:50:24+00:00 ― 7 min read

Machine Learning Trusting Language Models: Measuring Uncertainty Effectively

Discover a new way to assess language model responses and build trust.

Lukas Aichberger, Kajetan Schweighofer, Sepp Hochreiter

2025-02-13T13:13:21+00:00 ― 5 min read

Computation and Language Building Trust with Language Models: Confidence Scores Explained

Learn how verbalized confidence scores enhance trust in language models.

Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada

2025-02-11T18:41:24+00:00 ― 6 min read

Applications Measuring Biomass: A Deep Dive into Forest Wealth

Learn why understanding biomass and its uncertainty is vital for our forests.

Lucas K. Johnson, Grant M Domke, Stephen V Stehman

2025-02-06T10:07:14+00:00 ― 7 min read

Geophysics Understanding Climate Change Through Essential Variables

Explore how essential climate variables and uncertainty shape our understanding of climate change.

Junyang Gou, Arnt-Børre Salberg, Mostafa Kiani Shahvandi

2025-01-30T04:54:38+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Object Detection: The Role of Uncertainty

Learn how uncertainty influences object detection and model development.

M. Tahasanul Ibrahim, Rifshu Hussain Shaik, Andreas Schwung

2025-01-29T22:31:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Movement Prediction with MotionMap

MotionMap offers a new way to predict human movement accurately.

Reyhaneh Hosseininejad, Megh Shukla, Saeed Saadatnejad

2025-01-24T01:55:12+00:00 ― 7 min read

Systems and Control Navigating Uncertainty: The Future of Stochastic Control

Discover how advanced control systems adapt to randomness in real-world applications.

Saiedeh Akbari, Cristian F. Nino, Omkar Sudhir Patil

2025-01-18T02:48:18+00:00 ― 6 min read