Archive - Andrew Pak's Machine Learning Substack

The Shining Light... of Difficulty

A sequel to my "Difficulty Scale" post that... nobody asked for! 🔥😂

Nov 7, 2023 •

October 2023

A Small Bug in My Online Gradient Descent Regret Bound

It’s messing up the computational advantage offered by α-strongly convex functions! 0_0

Oct 18, 2023 •

About AndrewPak.AI...

Or — APAI, as I've recently started calling it! :D

Oct 4, 2023 •

September 2023

Errata: ItOCO Chapter 1

These are my mistakes, not the OCO textbook author's!

Sep 18, 2023 •

Algorithms and Theorems of ItOCO Chapter 1

I also call it the "ItOK" book. Funny because it's one of the coolest textbooks I've ever picked up. :D

Sep 12, 2023 •

The Andrew Pak Difficulty Scale

Or rather it's a "progress timeline" but "difficulty scale" resonates better! ;-)

Sep 5, 2023 •

So What Is Online Convex Optimization Anyway?

It's fascinating and a lot of fun!

Sep 4, 2023 •

Hey future Me! 🔥

Zeroth post! ;-)

Sep 2, 2023 •

This is Andrew Pak's Machine Learning Substack.

Sep 1, 2023 •

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