Non-Parametric Bayesian Analysis of Heterogeneous Data

Abstract

Under this grant, my research focused on fusing heterogenous sources of data with Bayesian nonparametric models. We published many papers in the service of this goal. I would like to highlight the following papers about furthering Bayesian nonparametrics and examining the fusion of heterogenous data types in a diversity of settings. This is an extension of last year s report. It is my final report.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2013
Accession Number
ADA582116

Entities

People

  • David M. Blei

Organizations

  • Princeton University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Artificial Intelligence
  • Data Mining
  • Image Segmentation
  • Information Processing
  • Information Retrieval
  • Information Science
  • Information Systems
  • Learning
  • Machine Learning
  • Models
  • Normal Distribution
  • Probabilistic Models
  • Statistics

Readers

  • Academic Conference Management
  • Regression Analysis.
  • Sensor Fusion and Tracking Systems.

Technology Areas

  • AI & ML