The algorithms provide an exponential speed-up over the best currently known classical algorithms for topological data analysis. ... for example, one constructs ... of persistence diagrams ...

Specialization: Data Science Foundations: Data Structures and Algorithms Instructor: Sriram Sankaranarayanan, Assistant Professor Prior knowledge needed: Mathematical Background: We expect that the ...

For example, Mr. Clinton visited Pennsylvania frequently as analysis of the Ada algorithm showed that Pennsylvania became very important early on, and as one of the last gatherings held on Monday ...

The team then taught to the algorithm to recognize five different types of figure: diagrams, photos, tables, data plots, and equations. The most common turns out to be data plots, which make up 35 ...

For example, among defendants who scored a seven on the COMPAS scale, 60 percent of white defendants reoffended, which is nearly identical to the 61 percent of black defendants who reoffended.

That suggests the algorithm may be from Optum, owned by insurer UnitedHealth, which says its product that attempts to predict patient risks, including costs, is used to “manage more than 70 ...

An introduction to the analysis and implementation of algorithms and data structures including linear data structures, trees, graphs, hash tables, searching algorithms, sorting algorithms, ...

How We Acquired the Data. We chose to examine the COMPAS algorithm because it is one of the most popular scores used nationwide and is increasingly being used in pretrial and sentencing, the so ...