Statistics

Evaluating strategies for monitoring and managing structural deterioration for improved safety.

Strategies to enhance model performance amidst data distribution shifts.

A look at methods for accurately assessing treatment impacts.

A new method improves clarity in analyzing gene interactions using machine learning.

MR.RGM aids researchers in examining interactions between genetics and health outcomes.

New methods improve modeling of underground reservoirs for oil and gas.

A new score measures publication impact by balancing citations and publication age.

A method for restoring clarity in blurred images through statistical techniques.

An efficient method for fitting complex models using probabilistic data.

A new method improves outlier detection and estimation in multi-dimensional datasets.

A new score measures publication impact by balancing citations and publication age.

A method for restoring clarity in blurred images through statistical techniques.

Introducing a method to improve Bayesian analysis efficiency in complex systems.

A method for simultaneous learning and evaluation of policies using all available data.

Learn effective methods for tuning scale matrices in Hamiltonian Monte Carlo sampling.

Discover how new methods improve efficiency in complex scientific problems.

A novel approach to regression using Deep Horseshoe Gaussian Processes for improved variable selection.

A new AI method improves scheduling in uncertain task environments.

Learn how engineers deal with uncertainty for safer designs.

A new method improves time-series forecasting accuracy in process industries.

Learn how heavy-tailed noise enhances privacy in machine learning models.

An efficient method for fitting complex models using probabilistic data.

A look into Hopfield networks for pattern recognition and memory storage.

Strategies to enhance model performance amidst data distribution shifts.

A new method improves moment estimation with less computation and greater accuracy.

Strategies to enhance model performance amidst data distribution shifts.

A look at methods for accurately assessing treatment impacts.

A new method enhances hyperspectral image labeling for better food quality assessment.

A new method improves outlier detection and estimation in multi-dimensional datasets.

Examining how distance correlation measures variable dependence and its response to outliers.

A new method reduces complexity in hierarchical categorical data for improved predictions.

This article explores how conformal prediction enhances decision-making in uncertain environments.

Learn how to analyze and manage risks in finance and business.

Methods to improve location estimation amid skewed data and outliers.

A method to choose the best variables for clearer data analysis.

Learn how new methods improve predictions for random events and outcomes.

A comparison of distance measures for effective clustering analysis.

A clear look at why switching doors is the winning strategy.

A project to improve survey representation of underrepresented groups in Liguria.

This article discusses methods for estimating changing parameters in dynamic systems using real-time data.

A novel approach to regression using Deep Horseshoe Gaussian Processes for improved variable selection.

A deep dive into multilayer networks and their real-world applications.

Learn how heavy-tailed noise enhances privacy in machine learning models.

A deep dive into methods for estimating the mean of probability distributions.

This article explores how conformal prediction enhances decision-making in uncertain environments.

This article examines online learning systems and their challenges regarding unknown constraints.

New methods improve modeling and predictions in statistics using kernel ridge regression.

A new method for estimating indirect relationships in complex data.