Statistics - Computation

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Machine Learning Annealing Flow: A New Approach to Sampling

Annealing Flow offers improved sampling techniques for complex distributions in various fields.

Dongze Wu, Yao Xie

2025-05-27T06:30:44+00:00 ― 7 min read

Computation Understanding Movement and Mixing in Fluids

A look at how heat and fluids mix using mathematical techniques.

Edward Finkelstein

2025-05-26T22:14:56+00:00 ― 6 min read

Social and Information Networks How Anime Descriptions Shape Fan Connections

Anime descriptions play a crucial role in forming fan communities.

Juan Sosa, Alejandro Urrego-Lopez, Cesar Prieto

2025-05-26T18:07:02+00:00 ― 5 min read

Neural and Evolutionary Computing Optimization Algorithms: Nature's Solutions for Complex Problems

Discover how nature inspires optimization solutions for public health issues.

Elvis Han Cui, Haowen Xu, Weng Kee Wong

2025-05-26T15:21:46+00:00 ― 6 min read

Neurons and Cognition New Insights into Brain Connectivity

Research reveals complex brain interactions in psychotic disorders.

Qiang Li, Vince D. Calhoun, Armin Iraji

2025-05-25T10:26:28+00:00 ― 5 min read

Machine Learning Denoising Fisher Training: A New Way to Sample Data

A new method improves sampling efficiency and accuracy in complex data sets.

Weijian Luo, Wei Deng

2025-05-23T12:59:34+00:00 ― 5 min read

Computational Engineering, Finance, and Science Understanding Diffusion Processes and Bayesian Inference

A look at how diffusion processes are analyzed using Bayesian inference.

Maximilian Kruse, Sebastian Krumscheid

2025-05-22T16:20:04+00:00 ― 6 min read

Methodology Understanding Crime Rates Through Community Factors

This guide examines how community characteristics influence crime rates across different areas.

Xiaoke Qin, Francesca Martella, Sanjeena Subedi

2025-05-21T11:24:46+00:00 ― 6 min read

Optimization and Control Simplifying the Minimum Volume Covering Ellipsoid Challenge

Learn how efficient sampling techniques improve data analysis through MVCE.

Elizabeth Harris, Ali Eshragh, Bishnu Lamichhane

2025-05-21T05:54:14+00:00 ― 4 min read

Computation An Introduction to Markov Chain Monte Carlo

Learn how MCMC helps in sampling and making sense of complex data.

Pavel Sountsov, Colin Carroll, Matthew D. Hoffman

2025-05-20T13:22:38+00:00 ― 6 min read

Machine Learning Advancements in Gaussian Processes for Data Prediction

New kernel improves Gaussian processes for accurate data predictions.

Mark D. Risser, Marcus M. Noack, Hengrui Luo

2025-05-18T02:46:17+00:00 ― 4 min read

Methodology Improving Stochastic Simulation Models for Better Predictions

A new method refines input estimation for simulation models using only output data.

Ziwei Su, Diego Klabjan

2025-05-17T21:25:15+00:00 ― 4 min read

Computation Using Gaussian Processes to Predict Disease Spread

A study on how Gaussian processes analyze and forecast disease patterns.

Eva Gunn, Nikhil Sengupta, Ben Swallow

2025-05-17T05:22:09+00:00 ― 8 min read

Computation A New Method for Solving Complex Equations

RandNet-Parareal speeds up solving time-dependent equations efficiently.

Guglielmo Gattiglio, Lyudmila Grigoryeva, Massimiliano Tamborrino

2025-05-15T10:33:53+00:00 ― 6 min read

Applications New Tool CMiNet Aims to Clarify Microbial Networks

CMiNet helps researchers understand complex microbial interactions for better health insights.

Rosa Aghdam, Claudia Solis-Lemus

2025-05-12T07:39:25+00:00 ― 6 min read

Probability Markov Chains: Making Predictions Faster

Learn how researchers are speeding up Markov chains for better predictions.

Michael C. H. Choi, Max Hird, Youjia Wang

2025-05-11T15:36:19+00:00 ― 6 min read

Methodology Guiding Data Analysis with Stability Selection

Learn how stability selection sharpens focus on important data variables.

Mahdi Nouraie, Samuel Muller

2025-05-10T23:33:13+00:00 ― 5 min read

Machine Learning Understanding Variable Importance with CLIQUE

CLIQUE enhances local variable importance analysis in machine learning.

Kelvyn K. Bladen, Adele Cutler, D. Richard Cutler

2025-05-09T18:07:32+00:00 ― 6 min read

Computation Optimizing Experiments with fdesigns Package

Learn how fdesigns enhances experimental design for scientists.

Damianos Michaelides, Antony Overstall, Dave Woods

2025-05-08T20:43:24+00:00 ― 6 min read

Machine Learning Revolutionizing Error Prediction in Engineering with Machine Learning

Using machine learning to improve accuracy in numerical model error predictions.

Bozhou Zhuang, Sashank Rana, Brandon Jones

2025-05-08T07:20:49+00:00 ― 7 min read

Methodology Quantiles in Meta-Analysis: A New Approach

Exploring the significance of quantiles in data analysis.

Alysha M De Livera, Luke Prendergast, Udara Kumaranathunga

2025-05-05T20:29:27+00:00 ― 6 min read

Methodology Estimating Stationary Distributions in MVSDEs

Innovative methods to estimate stationary distributions in McKean-Vlasov stochastic differential equations.

Elsiddig Awadelkarim, Neil K. Chada, Ajay Jasra

2025-05-05T17:48:56+00:00 ― 6 min read

Computation Improving Sampling Techniques with Occlusion Process

Discover how the occlusion process enhances sampling efficiency.

Max Hird, Florian Maire

2025-05-04T23:05:19+00:00 ― 8 min read

Methodology Understanding Compositional Data Analysis with Multilevelcoda

A practical guide to analyzing compositional data using Bayesian multilevel models.

Flora Le, Dorothea Dumuid, Tyman E. Stanford

2025-05-02T22:56:01+00:00 ― 5 min read

Methodology Simplifying Data Analysis with Variational Empirical Bayes

Learn how VEB streamlines data analysis for better insights.

Saikat Banerjee, Peter Carbonetto, Matthew Stephens

2025-04-30T01:22:35+00:00 ― 8 min read

Computation Improving Predictions with Double Emulators

A look into double emulators and their role in enhancing simulator performance.

Conor Crilly, Oliver Johnson, Alexander Lewis

2025-04-29T17:21:02+00:00 ― 5 min read

Computation Navigating Data with the Zig-Zag Algorithm

A simple guide to understanding the Zig-Zag algorithm and its benefits.

Sanket Agrawal, Joris Bierkens, Gareth O. Roberts

2025-04-28T07:29:15+00:00 ― 4 min read

Machine Learning Advancements in State-Space Modeling with Particle Filters

New methods enhance predictions in complex systems using state-space models.

Benjamin Cox, Santiago Segarra, Victor Elvira

2025-04-26T11:37:30+00:00 ― 6 min read

Methodology Simplifying Data with Sparse Dimension Reduction

Learn how to manage complex data with sparse dimension reduction techniques.

Sven Serneels

2025-04-20T23:05:51+00:00 ― 8 min read

Computation Simplifying High-Dimensional Data Challenges

Learn how to manage complex data using effective techniques.

Roman Parzer, Laura Vana-Gür, Peter Filzmoser

2025-04-20T18:00:40+00:00 ― 5 min read

Computation Understanding the Penetrance R Package for Cancer Risk Assessment

A tool for estimating cancer risks based on genetic markers and family history.

Nicolas Kubista, Danielle Braun, Giovanni Parmigiani

2025-04-16T07:11:49+00:00 ― 8 min read

Computation Rounding Errors in Modern Computing: A Closer Look

Understanding rounding errors is crucial for accurate calculations in computing.

Sahil Bhola, Karthik Duraisamy

2025-04-15T21:01:27+00:00 ― 5 min read

Methodology Understanding Growth Patterns with Functional Mixed Models

A detailed look at how functional mixed models analyze growth patterns in data.

Fangyi Wang, Karthik Bharath, Oksana Chkrebtii

2025-04-15T10:51:05+00:00 ― 6 min read

Methodology Understanding Item Response Theory: A Basic Guide

A clear overview of Item Response Theory and its significance in testing.

Stefano Noventa, Roberto Faleh, Augustin Kelava

2025-04-15T05:45:54+00:00 ― 7 min read

Methodology Understanding Data Clustering with Bayesian Models

Learn how Bayesian clustering helps uncover patterns in complex data sets.

Panagiotis Papastamoulis, Konstantinos Perrakis

2025-04-12T01:28:09+00:00 ― 6 min read

Computation Estimating Event Timelines with Log-Concave Functions

A practical approach for handling interval-censored data in scientific studies.

Chi Wing Chu, Hok Kan Ling, Chaoyu Yuan

2025-04-10T08:46:41+00:00 ― 6 min read

Robotics Robots in Harmony: Navigating Without Collisions

Learn how RADES improves multi-robot navigation and safety.

Victor Parque

2025-04-04T20:31:55+00:00 ― 8 min read

Machine Learning The Role of Bridge-Type Estimators in Statistics

Bridge-type estimators help identify key variables in complex data efficiently.

Alessandro De Gregorio, Francesco Iafrate

2025-03-23T13:31:17+00:00 ― 8 min read

Methodology Harnessing Data: Uncovering Mortality Trends

Discover how advanced models decode hidden trends in mortality data.

Carlo G. Camarda, María Durbán

2025-03-22T07:00:11+00:00 ― 6 min read

Machine Learning Revolutionizing Sample Quality Assessment with Polynomial Stein Discrepancy

A new method streamlines how we measure sample quality in statistical analysis.

Narayan Srinivasan, Matthew Sutton, Christopher Drovandi

2025-03-20T14:18:43+00:00 ― 8 min read