Accession Number:

ADA610544

Title:

Statistical Machine Learning for Structured and High Dimensional Data

Descriptive Note:

Final rept. Dec 2009-Aug 2014

Corporate Author:

CARNEGIE-MELLON UNIV PITTSBURGH PA

Personal Author(s):

Report Date:

2014-09-17

Pagination or Media Count:

6.0

Abstract:

Research under this grant was carried out in the general area of nonparametric statistical modeling of high dimensional and structured data. The project made a number of advances in methodology and supporting theory for estimating high dimensional regression functions, classification functions, graphical models, and probability densities. Advances were also made on the new research area of resource-constrained statistical estimation.

Subject Categories:

  • Statistics and Probability
  • Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE