Explore how community recovery shapes group dynamics across multiple networks.
Miklós Z. Rácz, Jifan Zhang
― 5 min read
Mathematics - Statistics Theory
RSSDiscover how robustness enhances data analysis in algorithmic statistics.
Gautam Kamath
― 6 min read
Explore innovative methods for matching graphs efficiently across complex networks.
Shuwen Chai, Miklós Z. Rácz
― 6 min read
Learn how to tackle corrupted data through robust mean estimation methods.
Akshay Prasadan, Matey Neykov
― 6 min read
Learn how data detectives spot unusual patterns to prevent fraud and errors.
Aristomenis Tsopelakos, Georgios Fellouris
― 6 min read
Bridge-type estimators help identify key variables in complex data efficiently.
Alessandro De Gregorio, Francesco Iafrate
― 8 min read
Exploring the need for quality-adjusted lifetime in healthcare decision-making.
Hao Sun, Ashkan Ertefaie, Luke Duttweiler
― 5 min read
Discover how RMT helps tackle high-dimensional data challenges in various fields.
Swapnaneel Bhattacharyya, Srijan Chattopadhyay, Sevantee Basu
― 5 min read
Discover how robust regression enhances data analysis for better predictions.
Saptarshi Chakraborty, Kshitij Khare, George Michailidis
― 7 min read
A guide to understanding estimation in statistics with relatable examples.
Somnath Mondal, Lakshmi Kanta Patra
― 5 min read
Learn how SMCO transforms global optimization into a simpler challenge.
Xiaohong Chen, Zengjing Chen, Xiaodong Yan
― 7 min read
Learn how convolution mode regression helps find common values in messy data.
Eduardo Schirmer Finn, Eduardo Horta
― 6 min read
Learn the differences and uses of HPD and LRCI in data analysis.
A. X. Venu
― 7 min read
Unlocking the mysteries of how factors influence each other in research.
Shi Bo, AmirEmad Ghassami, Debarghya Mukherjee
― 5 min read
Critiques of MSE and the rise of better statistical tools.
Paul Vos
― 7 min read
A look at improving treatment effect analysis using tail-trimming techniques.
Jonathan B. Hill, Saraswata Chaudhuri
― 6 min read
Learn how past events shape future occurrences through the Hawkes-diffusion process.
Chiara Amorino, Charlotte Dion-Blanc, Arnaud Gloter
― 7 min read
Learn how precision matrices and Cholesky factors improve data analysis.
Jiaheng Chen, Daniel Sanz-Alonso
― 8 min read
Learn how dual-queue systems improve information freshness.
Zhengchuan Chen, Yi Qu, Nikolaos Pappas
― 5 min read
New methods improve functional data analysis by embracing flexibility and complexity.
Tsung-Hung Yao, Suprateek Kundu
― 6 min read
Discover how helper covariates improve accuracy in predictions across various fields.
Eric Xia, Martin J. Wainwright
― 5 min read
A fresh look at community detection using semi-supervised methods in networks.
Nicolas Fraiman, Michael Nisenzon
― 6 min read
Discover how AI can align with human intentions without unintended outcomes.
Paria Rashidinejad, Yuandong Tian
― 5 min read
Learn how BENN enhances dimension reduction in data analysis.
Yin Tang, Bing Li
― 6 min read
Discover a fresh approach to measuring uncertainty in data analysis.
Ryan Martin, Jonathan P. Williams
― 5 min read
A fresh approach to check statistical models in high-dimensional data.
Wen Chen, Jie Liu, Heng Peng
― 5 min read
Integrating surrogate outcomes improves individual treatment effect predictions in medical research.
Chenyin Gao, Peter B. Gilbert, Larry Han
― 6 min read
Learn how partial likelihood improves tree-based models in data analysis.
Li Ma, Benedetta Bruni
― 7 min read
A look into how we learn about cause and effect in various fields.
Zhenyu Wang, Yifan Hu, Peter Bühlmann
― 6 min read
A novel framework improves understanding of complex biological systems using multi-omics data.
Sungdong Lee, Joshua Bang, Youngrae Kim
― 6 min read
Discover how correlation and coskewness reveal hidden relationships in data.
Carole Bernard, Jinghui Chen, Steven Vanduffel
― 6 min read
A fresh approach to analyzing complex data with creative methods.
Prem Talwai, David Simchi-Levi
― 5 min read
Learn how limited information aids in node classification using semi-supervised learning.
Hai-Xiao Wang, Zhichao Wang
― 6 min read
Discover how scientists uncover the shapes of semipermeable barriers influencing movement.
Alexander Van Werde, Jaron Sanders
― 5 min read
Learn about the complexities of hypothesis testing with strategic participants in classrooms.
Flora C. Shi, Stephen Bates, Martin J. Wainwright
― 8 min read
Discover how MATES improves data comparison through multiple perspectives.
Zexi Cai, Wenbo Fei, Doudou Zhou
― 6 min read
Learn how Adaptive Elastic-Net enhances predictions in complex data systems.
Alessandro De Gregorio, Dario Frisardi, Francesco Iafrate
― 6 min read
FICA transforms complex functional data into clear insights across various fields.
Marc Vidal, Marc Leman, Ana M. Aguilera
― 7 min read
Explore how Network Stochastic Differential Equations enhance our grasp of interconnected systems.
Francesco Iafrate, Stefano Iacus
― 5 min read
Bivariate Matrix-Valued Linear Regression helps analyze complex data connections.
Nayel Bettache
― 5 min read