Sparse ML Methods.pdf

44-conference-cidu2011-dashlink.pdf
Preview of Sparse ML Methods
🔗 Source: ashoksrivastava.com
📊 Size: 5.26 MB
📄 Pages: 15 pages
⬇️ Downloads: 131

Summary

Sparse machine learning methods can be used to understand large text corpora by providing interpretable models with low computational cost. The approach relies on sparse regression, classification, principal components, and graphical models for text summarization, comparative analysis, and visualization. The method is validated using Aviation Safety Reporting System (ASRS) reports, revealing causal and contributing factors in runway incursions and discovering main tasks performed by pilots during flight.

Description

Sparse machine learning methods can be used to understand large text corpora by providing interpretable models with low computational cost.

Technical Information

  • File Format: PDF
  • File Size: 5.26 MB
  • Pages: 15
  • Language: EN
  • Total Downloads: 131
  • Last Updated: 2 weeks ago

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