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Recent items include:

  • The Slope of Everything: Gradient Descent from Scratch
  • Why Gradient Descent Became Stochastic
  • Разбираемся в ML без воды: от базы до Attention. Часть 3

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medium.com /1 month ago

The Slope of Everything: Gradient Descent from Scratch

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

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towardsdatascience.com /1 month 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 month 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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medium.com /1 week ago

Gradient Checkpointing: Trading Compute for Memory

Gradient checkpointing re-runs parts of the forward pass during backprop instead of keeping all intermediate activation tensors in memory…Continue reading on Data Science Collectiv...

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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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