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Computer Science

Anne Jonas

My research examines the social structures that help shape the forms and content of data science, and the use of data science in social spheres and its implications. In my ethnographic and participatory-design based work, I have explored: 1) the motivations behind the move to use data science in online fraud detection and the potential ...

Bernadette Bucher

Bernadette Bucher is an Assistant Professor in the Robotics Department at University ofMichigan. She leads the Mapping and Motion Lab which focuses on learning interpretable visual representations and estimating their uncertainty for use in robotics, particularly mobile manipulation. Her work has been recognized by a Best Paper Award in Cognitive Robotics at ICRA 2024 and ...

Jiasi Chen

One project my group worked on is cost-efficient use of large language models (LLMs). Recently, there has been a proliferation of LLMs by multiple providers, each with different inference accuracy, monetary cost, and latency. If a user has a finite monetary budget and wants to use LLMs to solve a series of problems, how should ...

Xinyu Wang

My areas of expertise include programming languages, formal methods, software engineering, artificial intelligence, including their applications in data systems and data science. For example, how to derive insights from large amount of data for decision making; how to automatically synthesize SQL queries from high-level specifications (such as examples, natural language, etc.); how to formally verify ...

Q. Vera Liao

With a background in human-computer interaction and AI ethics, Dr. Vera Lioa’s research investigates the risks of emerging AI technologies, and aims to mitigate the risks through responsible development processes and human-centered design interventions. She is particularly interested in promoting transparency of AI technologies (e.g. through explainability, uncertainty and risk communication, and sound evaluation) to ...

Kurt Skifstad

Dr. Skifstad’s focus is on tracking the evolving impact of AI on business models, the entrepreneurial ecosystem, and innovation. He was one of the first PhDs to graduate from the U-M Artificial Intelligence Lab. The first 30 years of his career were spent running venture capital-backed software companies.

Karen Smith

I work in algebraic geometry, especially over finite fields. The set of points on an algebraic variety over particular subfields forms an interesting sequence of data sets. Studying it may, I hope, unlock some secrets of algebraic curves or surfaces or higher dimensional objects. I am also interested in connecting statistical forms of AI (machine ...

Patricia Alves-Oliveira

I lead Robot Studio, a Research lab in the Robotics Department of the University of Michigan. Our work is focused on democratizing health and arts with social robots. We develop human-centered robot systems that enhance the quality of life and that promotes creativity. Our lab is interdisciplinary, composed of researchers from computer science, engineering, information ...

Suraj Rampure

As teaching faculty, Suraj spends his time teaching students how to think critically with data. He teaches students the theoretical foundations of data science, from empirical risk minimization, linear algebra, and probability, to more practical aspects, from tabular data manipulation and web scraping to model building and cross-validation, with an emphasis on implementation in Python. ...

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Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Mahesh Agarwal

Associate Professor, Mathematics and Statistics, College of Arts, Sciences, and Letters

Amal Alhosban

Associate Professor, Computer Science, College of Arts and Sciences

Mark Allison

Associate Professor, Computer Science, Engineering and Physics

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Albert S. Berahas

Assistant Professor, Industrial & Operations Engineering

Elizabeth Bondi-Kelly

Assistant Professor (effective fall 2023), Electrical Engineering and Computer Science

Christopher Brooks

Research Assistant Professor, School of InformationDirector, Learning Analytics and Research in the Office of Digital Education & Innovation

Bernadette Bucher

Assistant Professor, Robotics

Electrical Engineering and Computer Science