Machines learn efficiently by selecting the most useful data for training.
Frederik Eaton
― 7 min read
Mathematics - Statistics Theory
RSSA concise look at community detection within networks and its applications.
Julien Chevallier, Guilherme Ost
― 5 min read
A look at federated learning and its role in data privacy.
Jingyang Li, T. Tony Cai, Dong Xia
― 5 min read
A look into Gaussian trace estimators and their applications in statistics.
Eric Hallman
― 7 min read
Explore the significance of Spearman’s rank correlation for analyzing complex data relationships.
Hantao Chen, Cheng Wang
― 5 min read
Discover how adaptive MCMC adjusts settings for effective problem-solving.
Austin Brown, Jeffrey S. Rosenthal
― 6 min read
A new model enhances predictions of extreme weather events using advanced statistical methods.
Aiden Farrell, Emma F. Eastoe, Clement Lee
― 5 min read
Learn how statistics helps us make sense of data and uncertainty.
Mahdi Zamani
― 9 min read
CARA improves personalized medicine by aligning treatments with patient characteristics.
Jiahui Xin, Wei Ma
― 6 min read
Learn how Bayesian methods can improve neural network training.
Curtis McDonald, Andrew R. Barron
― 5 min read
Analyzing the link between diabetes and Chronic Kidney Disease amidst various health factors.
Abhishek Ojha, Naveen N. Narisetty
― 8 min read
Learn how researchers estimate in a world full of complex data.
Jana Gauss, Thomas Nagler
― 6 min read
Learn how researchers estimate income trends despite missing data.
Xijia Liu, Kreske Ecker, Lina Schelin
― 6 min read
Analyzing how regions influence one another through dynamic spatial autoregressive models.
Zetai Cen, Yudong Chen, Clifford Lam
― 7 min read
A new method enhances boundary detection amid noise challenges.
Dhruv Kohli, Jesse He, Chester Holtz
― 5 min read
Learn how semiparametric models enhance data analysis through flexibility and simplicity.
Stefan Franssen, Jeanne Nguyen, Aad van der Vaart
― 7 min read
Learn how to assess variation across complex datasets effectively.
Gennaro Auricchio, Paolo Giudici, Giuseppe Toscani
― 7 min read
Learn to navigate the challenges of shifting data in prediction models.
Philip Kennerberg, Ernst C. Wit
― 8 min read
A fresh approach for better understanding health data over time.
Takumi Imamura, Hiroki Masuda
― 7 min read
Learn how small changes in input affect language model responses.
Paulius Rauba, Qiyao Wei, Mihaela van der Schaar
― 7 min read
A new mission concept aims to explore space with autonomous technology.
Kazuya Echigo, Abhishek Cauligi, Saptarshi Bandyopadhyay
― 8 min read
Learn how to format your academic papers using elsarticle.cls effectively.
Xiaohong Duan, Yingli Wang
― 8 min read
Learn how new AMP variants tackle complex data challenges.
Songbin Liu, Junjie Ma
― 5 min read
Learn how confidence sequences and betting strategies improve mean estimation.
Eugenio Clerico
― 6 min read
Explore how community recovery shapes group dynamics across multiple networks.
Miklós Z. Rácz, Jifan Zhang
― 5 min read
Discover 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