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domain	zacharylipton.com
summary	The website's primary focus is on researching robust systems capable of adapting to environmental changes or strategic manipulations in automated decisions. This includes studying the social impacts of machine learning in a philosophical context, exploring the synergy between representation learning and causality, and utilizing ML to tackle significant issues in clinical medicine. The website owner has authored an interactive book, "Dive into Deep Learning," available on Cambridge University Press, which teaches deep learning through exposition, mathematics, and code using Jupyter and automatically compiled as HTML and PDF. They have also published literature reviews on topics like Recurrent Neural Networks (RNNs) and Differential Privacy. Additionally, they run a blog called "Approximately Correct," launched in 2016, aiming to intertwine technical and social perspectives on machine learning.
title	Zachary Lipton \| Associate Professor, Machine Learning, CMU
description	Associate Professor, Machine Learning, CMU
keywords	machine, learning, natural, social, visit, associate, professor, website, university, school, science, courtesy, applications, healthcare, language, concerns, technology
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nslookup	A 15.197.225.128, A 3.33.251.168
created	2025-11-09
updated	2025-11-09
summarized	None