How to cite this article: Lloyd, S. et al. Quantum algorithms for topological and geometric analysis of data. Nat. Commun. 7:10138 doi: 10.1038/ncomms10138 (2016).

Artificial intelligence has the potential to improve the analysis of medical image data. For example, algorithms based on deep learning can determine the location and size of tumors.

This algorithm is considerably faster and easier to use than the leading method recommended in the statistics literature. We also quantify the risks of current missing data practices, illustrate how ...

An exact path sampling algorithm is developed for this purpose. The purpose of the Journal of Computational and Graphical Statistics is to improve and extend the use of computational and graphical ...