Zachary Lipton co-founded Abridge and serves as its CTO and chief scientific officer. He is also an associate professor of machine learning at Carnegie Mellon University.

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Zachary Lipton co-founded Abridge and serves as its CTO and chief scientific officer. He is also an associate professor of machine learning at Carnegie Mellon University.

Career

Cofounder, Chief Technology Officer & Chief Scientific Officer at Abridge from 2019-01 to Present in Pittsburgh, Pennsylvania, United States
Raj Reddy Associate Professor of Machine Learning at Carnegie Mellon University from 2018-01 to Present in Pittsburgh, Pennsylvania, United States
Research Intern at Microsoft until Present
Mad Scientist, Amazon AI at Amazon Web Services from 2017-01 to 2023-02 in Palo Alto, California, United States
arxiv.org

The Mythos of Model Interpretability

Lipton examines what researchers mean by interpretability and where common explanations of machine-learning models fall short.

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arxiv.org

Troubling Trends in Machine Learning Scholarship

Lipton and Jacob Steinhardt critique weak experimental reasoning, misleading language, and unclear claims in machine-learning research.

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