Posts Tagged ‘aimath0mg’

Why Machines Learn: The Elegant Math Behind Modern AI: Ananthaswamy, Anil: 9780593185742: Amazon.com: Books

July 30, 2025

https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749

iPhone Notebook export for Why Machines Learn: The Elegant Math Behind Modern AI

July 30, 2025

Your Notebook exported from Why Machines Learn: The Elegant Math Behind Modern AI is
https://www.goodreads.com/notes/195887568-why-machines-learn/114528832-mark-gerstein?ref=rsp

What is the relation between Logistic Regression and Neural Networks and when to use which?

June 29, 2025

What is the relation between Logistic Regression and Neural Networks and when to use which?

https://sebastianraschka.com/faq/docs/logisticregr-neuralnet.html

Universal approximation theorem – Wikipedia

June 29, 2025

QT:{{”
In the mathematical theory of artificial neural networks, universal approximation theorems are theorems[1][2] of the following form: Given a family of neural networks, for each function f
{\displaystyle f} from a certain function space, there exists a sequence of neural networks….That is, the family of neural networks is dense in the function space.

The most popular version states that feedforward networks with non-polynomial activation functions are dense in the space of continuous functions between two Euclidean spaces, with respect to the compact convergence topology.
“}}

https://en.wikipedia.org/wiki/Universal_approximation_theorem

Reconciling modern machine-learning practice and the classical bias–variance trade-off | PNAS

May 19, 2025

“double descent”

https://www.pnas.org/doi/10.1073/pnas.1903070116

Demystifying the XOR problem – DEV Community

May 18, 2025

https://dev.to/jbahire/demystifying-the-xor-problem-1blk

Frontotemporal dementia – Wikipedia

May 18, 2025

https://en.wikipedia.org/wiki/Frontotemporal_dementia

Pick’s disease

David Rumelhart – Wikipedia

May 18, 2025

https://en.wikipedia.org/wiki/David_Rumelhart

Paul Werbos – Wikipedia

May 18, 2025

https://en.wikipedia.org/wiki/Paul_Werbos

k-nearest neighbors algorithm – Wikipedia

May 18, 2025

https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm