Latest Articles for Uncertainty

Computation and Language UAlign: Making AI More Reliable

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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