Understanding Subgradients

If you are looking for information about Subgradients, you have come to the right place. Hope you will enjoy this video. I know my voiceover is lacking some emotion but i will try my best to improve that for my next video.

Key Takeaways about Subgradients

  • In today's lecture I'm going to talk about
  • Definition of
  • ... us to the use of
  • We formulate the
  • So, in technical language you will say that g 1 and g 2 are the

Detailed Analysis of Subgradients

I recommend you watch in 1.25x or 1.5x to not waste time. Neither the lasso nor the SVM objective function is differentiable, and we had to do some work for each to optimize with ... ... thinking about

So we can define subgrading descent like before we just replace the gradient by

We hope this detailed breakdown of Subgradients was helpful.

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