RandNet-Parareal speeds up solving time-dependent equations efficiently.
Guglielmo Gattiglio, Lyudmila Grigoryeva, Massimiliano Tamborrino
― 6 min read
Statistics - Computation
RSSCMiNet helps researchers understand complex microbial interactions for better health insights.
Rosa Aghdam, Claudia Solis-Lemus
― 6 min read
Learn how researchers are speeding up Markov chains for better predictions.
Michael C. H. Choi, Max Hird, Youjia Wang
― 6 min read
Learn how stability selection sharpens focus on important data variables.
Mahdi Nouraie, Samuel Muller
― 5 min read
CLIQUE enhances local variable importance analysis in machine learning.
Kelvyn K. Bladen, Adele Cutler, D. Richard Cutler
― 6 min read
Learn how fdesigns enhances experimental design for scientists.
Damianos Michaelides, Antony Overstall, Dave Woods
― 6 min read
Using machine learning to improve accuracy in numerical model error predictions.
Bozhou Zhuang, Sashank Rana, Brandon Jones
― 7 min read
Exploring the significance of quantiles in data analysis.
Alysha M De Livera, Luke Prendergast, Udara Kumaranathunga
― 6 min read
Innovative methods to estimate stationary distributions in McKean-Vlasov stochastic differential equations.
Elsiddig Awadelkarim, Neil K. Chada, Ajay Jasra
― 6 min read
Discover how the occlusion process enhances sampling efficiency.
Max Hird, Florian Maire
― 8 min read
A practical guide to analyzing compositional data using Bayesian multilevel models.
Flora Le, Dorothea Dumuid, Tyman E. Stanford
― 5 min read
Learn how VEB streamlines data analysis for better insights.
Saikat Banerjee, Peter Carbonetto, Matthew Stephens
― 8 min read
A look into double emulators and their role in enhancing simulator performance.
Conor Crilly, Oliver Johnson, Alexander Lewis
― 5 min read
A simple guide to understanding the Zig-Zag algorithm and its benefits.
Sanket Agrawal, Joris Bierkens, Gareth O. Roberts
― 4 min read
New methods enhance predictions in complex systems using state-space models.
Benjamin Cox, Santiago Segarra, Victor Elvira
― 6 min read
Learn how to manage complex data with sparse dimension reduction techniques.
Sven Serneels
― 8 min read
Learn how to manage complex data using effective techniques.
Roman Parzer, Laura Vana-Gür, Peter Filzmoser
― 5 min read
A tool for estimating cancer risks based on genetic markers and family history.
Nicolas Kubista, Danielle Braun, Giovanni Parmigiani
― 8 min read
Understanding rounding errors is crucial for accurate calculations in computing.
Sahil Bhola, Karthik Duraisamy
― 5 min read
A detailed look at how functional mixed models analyze growth patterns in data.
Fangyi Wang, Karthik Bharath, Oksana Chkrebtii
― 6 min read
A clear overview of Item Response Theory and its significance in testing.
Stefano Noventa, Roberto Faleh, Augustin Kelava
― 7 min read
Learn how Bayesian clustering helps uncover patterns in complex data sets.
Panagiotis Papastamoulis, Konstantinos Perrakis
― 6 min read
A practical approach for handling interval-censored data in scientific studies.
Chi Wing Chu, Hok Kan Ling, Chaoyu Yuan
― 6 min read
Learn how RADES improves multi-robot navigation and safety.
Victor Parque
― 8 min read
Bridge-type estimators help identify key variables in complex data efficiently.
Alessandro De Gregorio, Francesco Iafrate
― 8 min read
Discover how advanced models decode hidden trends in mortality data.
Carlo G. Camarda, María Durbán
― 6 min read
A new method streamlines how we measure sample quality in statistical analysis.
Narayan Srinivasan, Matthew Sutton, Christopher Drovandi
― 8 min read
Learn how researchers tackle uncertainty in complex systems using optimal control methods.
Rene Henrion, Georg Stadler, Florian Wechsung
― 6 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 randomness affects financial models and predictions.
Yuzhong Cheng, Hiroki Masuda
― 5 min read
Explore the significance of stable distributions in finance, weather, and behavior studies.
Taher Jalal
― 6 min read
Discover the intricacies and advancements in high-dimensional sampling methods.
Benny Sun, Yuansi Chen
― 7 min read
Learn how vectors simplify cause and effect analysis in research.
Jeffrey Wong
― 6 min read
Learn how sampling methods tackle complex data challenges with dynamic adjustments.
Jakob Robnik, Uroš Seljak
― 6 min read
Learn how Stochastic Variational Inference transforms statistical modeling.
Gianmarco Callegher, Thomas Kneib, Johannes Söding
― 7 min read
Discover how DGPs sharpen images and handle uncertainty.
Jonas Latz, Aretha L. Teckentrup, Simon Urbainczyk
― 8 min read
Chopin makes handling spatial data easy and efficient for researchers.
Insang Song, Kyle P. Messier
― 8 min read
Exploring effective methods for sampling from complex logconcave distributions.
Minhui Jiang, Yuansi Chen
― 5 min read
Using advanced models to analyze international trade relationships and their hidden structures.
Iuliia Promskaia, Adrian O'Hagan, Michael Fop
― 6 min read