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domain	zacharylipton.com
summary	This lab focuses on four key areas: building adaptable systems resilient to environmental and strategic manipulation, exploring the social implications of machine learning, investigating the connection between representation learning and causality, and applying machine learning to clinical medicine. The team’s work includes an interactive deep learning textbook (Dive into Deep Learning), literature reviews (particularly on RNNs and Differential Privacy), and a blog (Approximately Correct) aimed at fostering communication between technical and societal viewpoints within the field of 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 3.33.251.168, A 15.197.225.128
created	2025-11-09
updated	2025-11-09
summarized	2026-01-26