Blogs
Books
Bayesian Reasoning and Machine Learning
David Barber
Capital In the Twenty-First Century
Thomas Piketty
Causal Inference: The Mixtape
Scott Cunningham
Deep Learning Book
Ian Goodfellow and Yoshua Bengio and Aaron Courville
Elephants And Cheetahs: The Beauty of Operations
Saral Mukherjee
Manufacturing Consent: The Political Economy of the Mass Media
Edward S. Herman and Noam Chomsky
Surrogates
Gaussian Process Modeling, Design, and Optimization for the Applied Sciences by Robert B. Gramacy
The Book of Why
Dana Mackenzie and Judea Pearl
The Effect
Nick Huntington-Klein
The Policy Paradox
Deborah Stone
Papers
Attention is all you need
Transformers paper by Vaswani et al.
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
Paper by LeCun et al. on new self-supervised learning method
Nested Learning: The Illusion of Deep Learning Architectures
Paper by Behrouz et al. on Nested Learning