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Lecture Notes: Optimization for Machine Learning

Machine Learning 2019-09-10 v1 Machine Learning

Abstract

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.

Cite

@article{arxiv.1909.03550,
  title  = {Lecture Notes: Optimization for Machine Learning},
  author = {Elad Hazan},
  journal= {arXiv preprint arXiv:1909.03550},
  year   = {2019}
}
R2 v1 2026-06-23T11:09:07.175Z