Flatiron Internal Conference: Flatiron-wide Algorithms and Mathematics

Tutorial: Optimization for Machine Learning

Oct 30, 2019, 10:20 AM

1h

2nd Floor (Ingrid Daubechies Auditorium)

Optimization Introductory Lecture 2

Speaker

Elad Hazan (Princeton U)

Description

A 1-hour version of the MLSS Buenos Aires tutorial notes, focusing on parts 1 and 4, available at the links below.

Presentation materials

Berkeley lectures youtube, pt 1

Berkeley lectures youtube, pt 2

Boyd & Vandenberghe online book

Elad Hazan's webpage

Lecture notes on optimization for machine learning

MLSS Tutorial notes (parts 1 and 4 were covered at Flatiron)