Latest Articles for Uncertainty

A new approach improves control in uncertain environments using Gaussian processes.

A method to design control inputs for efficient data collection and model accuracy.

A new approach to estimate volcanic aerosol sources and their climate effects.

Researchers enhance machine-learning models for better predictions of complex materials.

Exploring methods to represent uncertainty in scientific data visualizations.

A look at how uncertainty impacts model predictions in chemical engineering.

Scientists revolutionize brain imaging with Simulation-Based Inference, improving speed and accuracy.

A new framework improves pixel labeling by addressing uncertainty in semantic segmentation.

How ML helps manage unexpected events and their uncertainties.

Explore how models predict optimal viewpoints for capturing objects.

Exploring the complexities and risks of carbon capture and storage technology.

Learn how robots create maps of their surroundings using advanced techniques.

A look into new methods for enhancing trust in AI responses.

Discover how statistics shape our understanding of particle physics experiments.

Teaching robots to ask questions improves their navigation skills.

Robots learn to grasp objects better in messy environments.

Strategies to reduce uncertainty in health care language models.

New methods improve accuracy of disease spread estimates for public health responses.

Combining human insight and machine power for better online discussions.

A look at why language models make up facts and how to fix it.

A look at how agents collaborate and adapt in decision-making scenarios.

A new dataset aids in better medical image analysis and uncertainty understanding.

Bayes2IMC enhances Bayesian Neural Networks for better decision-making in uncertain situations.

This article simplifies the research on how weather forecast errors develop over time.

SCP helps predict outcomes while considering strategic behavior changes.

Learn how scientists predict movements using smart methods like particle filtering.

Parents face various pressures when deciding on vaccinations for their children.

A new method to enhance image recognition by combining multiple views.

Learn how adaptive methods improve control systems against cyber threats.

Using batteries in homes can enhance energy reliability and reduce costs.

An examination of how uncertainty impacts group decisions in various sectors.

Discover how oblique trees improve data predictions by considering multiple features.

A new model improves predictions for autonomous vehicles in complex traffic.

Introducing an innovative bow tie neural network for better prediction and uncertainty management.

Exploring how machines can learn continuously like humans.

Discover how acceleration affects temperature and quantum mechanics.

Advancing medical image translation for better diagnoses and patient care.

A look at how working memory manages uncertainty in decision-making.

A new method improves trust in AI responses by measuring uncertainty at each decision step.

A new method improves our insights into tiny blood vessel systems.