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 francisbach.com
Scaling laws of optimization - Machine Learning Research Blog
| | michael-lewis.com
A machine learning glossary for hackers ยท Michael I Lewis
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| | This is a short summary of some of the terminology used in machine learning, with an emphasis on neural networks. I've put it together primarily to help my own understanding, phrasing it largely in non-mathematical terms. As such it may be of use to others who come from more of a programming than a mathematical background.
| | dustintran.com
On asymptotic convergence of averaged SGD | Dustin Tran
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| | Stochastic gradient descent (SGD) has seen wide application for learning problems on large scale data, whether this be for generalized linear models [6], SVM...
| | blog.ml.cmu.edu
How to Regularize Your Regression - Machine Learning Blog | ML@CMU | Carnegie Mellon University
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| | The latest news and publications regarding machine learning, artificial intelligence or related, brought to you by the Machine Learning Blog, a spinoff of the Machine Learning Department at Carnegie Mellon University.
| | aaronsadventures.blogspot.com
Adventures in Computation: FORC 2021 Call for Papers
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| Reminder to anyone who has forgotten about FORC 2021 --- its a very nice venue --- and also a nice place to highlight recent work that is p...