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Christopher Ré

Co-Founder, Snorkel AI

Faculty, Stanford University
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Christopher (Chris) Ré is a professor in the department of computer science at Stanford University. He is in the Stanford AI Lab and is affiliated with the Statistical Machine Learning Group. His recent work is to understand how software and hardware systems will change as a result of machine learning along with a continuing, petulant drive to work on math problems. Research from his group has been incorporated into scientific and humanitarian efforts, such as the fight against human trafficking, along with widely used products from technology and enterprise companies including Google Ads, Gmail, YouTube, and Apple.

He has co-founded four companies based on his research into machine learning systems, SambaNova and Snorkel, along with two companies that are now part of Apple, Lattice (DeepDive) in 2017, and Inductiv (HoloClean) in 2020.

His research contributions have spanned database theory, database systems, and machine learning. His work has won the best paper or test-of-time awards at the premier venues in each area. He still can’t believe he won the MacArthur Foundation Fellowship.

Research

Research Paper

Intelligence per watt: Measuring intelligence efficiency of local AI

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Learn More about Intelligence per watt: Measuring intelligence efficiency of local AI
Research Paper

WONDERBREAD: a benchmark for evaluating multimodal foundation models on business process management tasks

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Learn More about WONDERBREAD: a benchmark for evaluating multimodal foundation models on business process management tasks
Research Paper

Skill-It! A data-driven skills framework for understanding and training language models

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Learn More about Skill-It! A data-driven skills framework for understanding and training language models
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