Pattern Recognition - Optimization Primer
Channel: Andreas Maier
Date: 29/12/2020

0:00 Introduction
3:46 Convex Optimization
7:32 Constrained Optimization
12:48 Duality in Optimization
16:07 Regularized Regression
28:27 Regularization using Inequality Constraints
34:00 Summary

In this video, we look into the concepts of convex optimization, constrained optimization, regularized regression, and strong duality.

Full Transcript: https://medium.com/codex/what-the-heck-are-lagrange-multipliers-and-can-they-hurt-me-1e142f45791

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Music Reference: Damiano Baldoni - Thinking of You https://freemusicarchive.org/music/Damiano_Baldoni/Old_Beat/Thinking_of_you_1513