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Chemical and Biological Engineering
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Civil and Environmental Engineering
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Computer Science
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Electrical and Computer Engineering
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Mechanical and Aerospace Engineering
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Operations Research and Financial Engineering
Developing mathematical and computational tools for making decisions under uncertainty
Centers & Initiatives
AI at Princeton
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Andlinger Center for Energy and the Environment
Decarbonizing the world while increasing energy access worldwide
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Exploring a wide range of decentralized technologies and their implications for society
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Omenn-Darling Bioengineering Institute
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Creating the intelligent networks of the future
Princeton Materials Institute
Multidisciplinary research driving advances in materials science and photonics
Princeton Quantum Initiative
Taking a ‘full-stack’ approach to advancing quantum information science
Princeton Robotics
Advancing innovative, safe, and ethical use of robotic systems
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Eleven newly formed research groups exploring emerging ideas
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Gradient–flow Optimization as Dynamic Random–effects Inference with Applications to Deep Learning

Zhonghua Liu, Department of Biostatistics, Columbia University

Monday, November 9, 2026
12:15 pm
Sherrerd Hall, 101

S. S. Wilks Memorial Seminar in Statistics

See event website for additional details and how to view or participate.

Sponsors

Sherrerd Hall

Operations Research and Financial Engineering

Developing mathematical and computational tools for making decisions under uncertainty

School of Engineering & Applied Science

School of Engineering and Applied Science

Princeton, New Jersey 08544

Engineering Newsletter Signup

Diversity and Non-Discrimination

Princeton University is committed to equal opportunity and non-discrimination. To maximize excellence, we seek talent from all segments of American society and the world, and we take steps to ensure everyone at Princeton can thrive while they are here. That is the sole rationale and purpose of our diversity and inclusion programs, all of which are voluntary and open to all, and which comply with federal and state non-discrimination laws. Princeton does not discriminate on the basis of race, sex, ethnicity, color, national origin, religion, disability, or any other protected characteristic, and Princeton does not provide special benefits or preferential treatment on the basis of a protected characteristic.

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