All Sparse Models Are Wrong

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ACEMS & QUT Centre for Data Science Virtual Lecture Speaker: Dr Yuling Yao - Flatiron Institute, Simons Foundation Abstract: ... Predict is organised by Creme Global. We provide data and There were several disagreements in my last video. I thought I'd clarify some things, change some things, and refute somethings. Lawrence Spracklen, Numenta, Director, Machine Learning Architecture Unlock the power of efficient neural networks with our deep dive into building This has been my favorite video so far to make! I think interpretability is so important both in terms of ensuring safe AI and also ...

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All models are wrong
All Models Are Wrong
What are Sparse Models?
Brian Mac Namee - All Models Are Wrong, But Some Are Useful - Predict 2016
Was I wrong about modeling?
Data Con LA 2021 - Sparse models are fast models: Improving DNN inference performance by over 10X
Building Sparse Models for Efficient Neural Networks
Big Techday 25: Sparse Models are the future: A deep dive into Mixture-of-Experts - Daria Soboleva
A Window Into LLMs | Sparse Autoencoders Explained

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Last Updated: June 19, 2026

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Famous Robust, Interpretable Statistical Models: Sparse Regression with the LASSO Profile
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Was I wrong about modeling?

There were several disagreements in my last video. I thought I'd clarify some things, change some things, and refute...