David P. Woodruff

Strategies to enhance efficiency in data sharing across multiple servers.

Learn how to create well-conditioned bases using different methods for data representation.

New algorithms improve performance and memory use in streaming data analysis.

Learn how streaming algorithms transform continuous data analysis.

Learn how sketching helps manage large tensor data effectively.

A look into techniques for estimating cuts in directed graphs.

Explore the role of coresets in high-dimensional data analysis.

Learn how coresets improve efficiency in multiple regression analysis.

Learn how low rank approximation simplifies large datasets for efficient data analysis.

Learn how to quickly estimate residual error for matrices and vectors.

Learn how adversarially robust algorithms manage data streams effectively.

Exploring methods for fair machine learning through low-rank approximation and subset selection.

Discover how streaming algorithms find key information in large data sets.