Higher-order GNNs improve learning from complex graph data using P-tensors.
― 6 min read
Mathematics - Statistics Theory
RSSA fresh approach to estimate treatment effects despite missing data.
― 4 min read
A new approach uses measures to improve machine learning models and address real-world challenges.
― 5 min read
A fresh perspective on understanding generalization error in machine learning algorithms.
― 7 min read
A study on how extreme swimming performances can predict future records.
― 5 min read
A look at measuring data across various metric spaces.
― 6 min read
A guide to estimating Gaussian mixture densities effectively.
― 4 min read
This article explores the link between lognormal distributions and mutual information analysis.
― 5 min read
Explore effective methods for sampling from complex data distributions in networks.
― 4 min read
Explore how topology improves the analysis of noisy periodic signals.
― 4 min read
A comprehensive look at the behavior of averages in statistics and probability.
― 5 min read
Explore new bounds for sums of dependent random vectors in high dimensions.
― 6 min read
A new method for improving linear regression accuracy amid data variability.
― 7 min read
Explore how differential privacy safeguards individual data during collective analysis.
― 7 min read
A look at how the SOS technique simplifies complex optimization tasks.
― 4 min read
Examining the role of information projections in hypothesis testing.
― 5 min read
Examining the role of weakly dependent random fields in various applications.
― 5 min read
Learn about modes and their significance in data analysis.
― 5 min read
This study examines how irreversibility impacts cryptocurrency market efficiency.
― 6 min read
Learn how to enhance mean estimates using Fisher Information and innovative techniques.
― 5 min read
UTOPIA offers a reliable way to create narrower prediction intervals for improved forecasting.
― 5 min read
A study on improving treatment effect estimation using additional data in MRTs.
― 8 min read
Explore how statistical games improve approximate inference in data analysis.
― 7 min read
A new approach to contextual bandits improves decision-making outcomes in various fields.
― 6 min read
Combining predictors for improved accuracy in various contexts.
― 8 min read
Exploring the significance of negative binomial processes in probability theory.
― 5 min read
A look into detection and recovery in complex networks.
― 6 min read
This article explores how to estimate set sizes using point samples and polynomial volume functions.
― 6 min read
Introducing a flexible method for better estimating relationships in complex data.
― 5 min read
Discussing the role of Tsirelson spectral measures in noise filtering.
― 6 min read
MOP-UP reveals hidden variations in complex datasets through innovative dimension reduction techniques.
― 5 min read
Explore how DPPs function and their significance in various fields.
― 5 min read
A method to enhance linear regression estimates in high-dimensional settings.
― 6 min read
A fresh method for better data analysis in complex datasets.
― 8 min read
Exploring magnetization and parameter estimation in complex systems.
― 5 min read
A new framework for effective decisions in multi-armed bandit scenarios with delayed feedback.
― 5 min read
A look into local empirical processes and their role in error control.
― 5 min read
Research reveals new methods for fitting ellipsoids to random data points.
― 4 min read
This article examines how numerical solvers influence parameter estimation in ODE models.
― 6 min read
A new approach to measuring risk using advanced quantile methods.
― 5 min read