Statistics - Computation

Machine LearningMastering Complex Distributions with Normalizing Flows and MCMC

Learn how normalizing flows enhance MCMC sampling for complex data.

David Nabergoj, Erik Štrumbelj

Jan 30, 2025 ― 4 min read

ComputationHarnessing Distributed Algorithms for Big Data Insights

Distributed CCA efficiently analyzes vast datasets using teamwork.

Canyi Chen, Liping Zhu

Jan 30, 2025 ― 4 min read

MethodologyUnderstanding Spatial Function-on-Function Regression

A deep dive into SFoFR and its applications across various fields.

Ufuk Beyaztas, Han Lin Shang, Gizel Bakicierler Sezer

Jan 29, 2025 ― 7 min read

ComputationConstrained Sampling: A New Approach to Data Collection

Learn about constrained sampling and the powerful MAPLA technique.

Vishwak Srinivasan, Andre Wibisono, Ashia Wilson

Jan 26, 2025 ― 6 min read

Statistics TheoryBridging Statistics with Geometry: Empirical Likelihood and Fréchet Means

Explore the link between empirical likelihood and Fréchet means in complex data spaces.

Karthik Bharath, Huiling Le, Andrew T A Wood

Jan 25, 2025 ― 6 min read

ComputationRevolutionizing Single-Cell Analysis with GMF

New methods improve RNA sequencing analysis and understanding of cellular behavior.

Cristian Castiglione, Alexandre Segers, Lieven Clement

Jan 20, 2025 ― 6 min read

Data Structures and AlgorithmsRolling Dice with Just a Coin Flip

Learn how to mimic dice rolling using a simple coin flip!

Mark Huber, Danny Vargas

Jan 20, 2025 ― 6 min read