Discovering Structure via Matrix Rank Minimization

Abstract

During this three-year project, Vavasis and Wolkowicz, together with students, postdocs, and colleagues, made a number of advances in the convex optimization and its application to data mining and sensor localization. In this report we highlight some of these accomplishments.

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Document Details

Document Type
Technical Report
Publication Date
Apr 25, 2012
Accession Number
ADA567124

Entities

People

  • Henry Wolkowicz
  • Stephen A. Vavasis

Organizations

  • University of Waterloo

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Accuracy
  • Air Force
  • Algorithms
  • Amino Acids
  • Compressed Sensing
  • Data Mining
  • Databases
  • Department Of Defense
  • Detectors
  • Feature Extraction
  • Information Retrieval
  • Linear Programming
  • Molecular Structure
  • Optimization
  • Probability
  • Probability Distributions
  • Sensor Networks

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Distributed Systems and Data Platform Development
  • Research Science/Academic Research

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms