We analyze the type of learned optimization that occurs when a learned model
(such as a neural network) is itself an optimizer - a situation we refer to as
mesa-optimization, a neologism we introduce in this paper. We believe that the
possibility of mesa-... (more…)
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Neural Network explanation from the ground including understanding the math behind it... (more…)
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The machine learning book covers topics included the anatomy of a learning algorithm, fundamental algorithms, neural networks, and deep learning, Other forms of learning, and supervised learning and unsupervised learning. (more…)
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This post is in continuation of the previous post : How to Version Control your Machine Learning - I. If you have not read the previous… (more…)
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TLDR: Scroll and read the headings in bold
Last month I gave an informal talk to an intimate gathering of friends with this title that I am putting down in words. This post is mainly for people who are using machine learning to build something as oppos... (more…)
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