Paper reviews in Articles
Paper reviews now live in the Articles catalog.
Each review still includes summary, strengths, limitations, conclusion, and primary-source links, but it can now be searched together with the rest of the article library.
Transformer
Paper Review: Attention Is All You Need
A guided review of the Transformer paper, attention, strengths, limitations, and how to read it.
Read in Articles →EnsemblePaper Review: Random Forests
A guided review of Breiman’s random forest paper, ensemble strength, correlation, robustness, and variable importance.
Read in Articles →SVMPaper Review: Support-Vector Networks
A guided review of the SVM paper, margin, kernel ideas, generalization, and practical limitations.
Read in Articles →Neural NetworkPaper Review: Learning Representations by Back-propagating Errors
A guided review of the classic backpropagation paper and its role in neural network learning.
Read in Articles →