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Recent items include:

  • Gradient Descent: Backbone of modern LLM
  • The Slope of Everything: Gradient Descent from Scratch
  • Optimization Theory and Applications

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medium.com /1 month ago

Gradient Descent: Backbone of modern LLM

Optimization is the art of finding the “best” version of something. In mathematics, that often means finding the lowest point of a curve —…Continue reading on Medium »

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medium.com /1 week ago

The Slope of Everything: Gradient Descent from Scratch

Math for Machine Learning: Series 2, Article 1Continue reading on Medium »

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medium.com /1 month ago

Optimization Theory and Applications

Theory of Descent Directions -A Mathematical Derivation of Steepest Descent and Newton Steps — 2 (Continued)Continue reading on Medium »

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medium.com /3 weeks ago

I Tried to Understand Gradient Descent and Now I Respect Slopes More Than People

At some point in your ML journey, someone tells you:Continue reading on Medium »

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towardsdatascience.com /1 day ago

Why Gradient Descent Became Stochastic

A step-by-step journey from calculus-based optimization to Stochastic Gradient Descent The post Why Gradient Descent Became Stochastic appeared first on Towards Data Science.

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habr.com /1 week ago

Разбираемся в ML без воды: от базы до Attention. Часть 3

Во второй части мы рассмотрели аналитическое решение задачи линейной регрессии и наткнулись на ряд неприятностей — сингулярность, плохая обусловленность, вычислительная сложность и...

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marktechpost.com /3 weeks ago

Why Gradient Descent Zigzags and How Momentum Fixes It

How momentum optimizes gradient descent by dampening oscillations and accelerating convergence on complex The post Why Gradient Descent Zigzags and How Momentum Fixes It appeared f...

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Sources covering Gradient-Descent

habr.com

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medium.com

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towardsdatascience.com

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marktechpost.com

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