Matthew McAteer

Matthew McAteer

Biologist-turned-ML-Engineer in San Francisco. Artificial Agents click here. I blog about machine learning, biotech, distributed systems, dogs, and more.

I write about AI, Biotech, and a bunch of other topics. Subscribe to get new posts by email!


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© Matthew McAteer 2023

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A quick intro to Bayesian neural networks

Machine Learning

Making neural networks shrug their shoulders

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Private Machine Learning (Explained in 5 levels of complexity)

Machine Learning

An intuitive explanation of some key parts of private machine learning

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An introduction to probabilistic programming, now available in TensorFlow Probability

Machine Learning

Announcement for the work I did with the TFP Team at Google

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Getting started with Attention for Classification

Tutorials

A quick guide on how to start using Attention in your NLP models

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Practical Causal Inference

Machine Learning

Putting Judea Pearl's ideas into actual code

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Getting Returns from RL Algorithms

Machine Learning

Using algos from robotics and videogames to tackle the stock market

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Influence Functions from scratch

Machine Learning

Finding which data instances stand out the most

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