Lecture Notes: Optimization for Machine Learning

Sep-8-2019–arXiv.org Machine Learning

Lecture notes on optimization for machine learning, derived from a course at Princeton University and tutorials given in MLSS, Buenos Aires, as well as Simons Foundation, Berkeley.

artificial intelligence, inductive learning, machine learning, (16 more...)

arXiv.org Machine Learning

Sep-8-2019

Country:
- South America > Argentina
  - Pampas > Buenos Aires F.D. > Buenos Aires (0.24)
- North America > United States
  - California (0.27)
- Asia > Middle East
  - Israel (0.28)

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

Industry:
- Education > Educational Setting (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning
    - Optimization (1.00)
    - Search (0.93)
  - Machine Learning
    - Neural Networks (1.00)
    - Computational Learning Theory (0.92)
    - Inductive Learning (0.67)
    - Statistical Learning > Gradient Descent (0.49)

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