Lecture Notes on Spectral Graph Methods

Mahoney, Michael W.

Aug-16-2016–arXiv.org Machine Learning

These are lecture notes that are based on the lectures from a class I taught on the topic of Spectral Graph Methods at UC Berkeley during the Spring 2015 semester.

optimization problem, quality-of-approximation guarantee, survey article, (22 more...)

arXiv.org Machine Learning

Aug-16-2016

Country:
- North America > United States > California (0.13)

Genre:
- Instructional Material > Course Syllabus & Notes (1.00)

Industry:
- Education (0.87)
- Energy > Oil & Gas (0.92)
- Health & Medicine (0.67)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Learning Graphical Models (0.67)
      - Statistical Learning > Clustering (0.92)
    - Representation & Reasoning
      - Mathematical & Statistical Methods (1.00)
      - Optimization (1.00)
      - Uncertainty (1.00)
  - Communications > Networks (0.92)
  - Data Science > Data Mining (1.00)

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