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Information Theory

Yunus Zeytuncu

My research spans mathematical analysis, complex geometry, spectral geometry, and differential equations, with a growing focus on the intersection of mathematics, data science, and artificial intelligence. I am particularly interested in the formalization of mathematics and the use of machine learning—especially large language models and reinforcement learning—to support automated theorem proving and mathematical discovery. My ...

Muneesh Tewari

One of our projects, which is a collaboration with Dr. Sung Won Choi's lab and others, is aimed at finding new ways for personalized prediction of side effects of a new cancer therapy called CAR-T cell therapy. This is a potentially life-saving therapy that can also have serious side effects, including one called cytokine release ...

Steven Ceron

My projects span from the micro-scale to the macro-scale. On the microrobotics side, I have microrobot swarms composed of 300-micron diameter magnetic disks in a fluid that can be actuated with an oscillating magnetic field. Our goal is to eventually use future versions of these microrobot swarms for biomedical applications, where groups of microrobots could ...

Shubhanshu Shekhar

I am broadly interested in developing principled algorithms for addressing practical problems in machine learning and data science. My recent work has focused mainly in the area of anytime valid sequential hypothesis testing, estimation, and change detection.

Geoffrey Siwo

My research is driven by a strong belief that abstracting complex scientific problems into computational problems has the power to accelerate the speed of scientific discovery and change who, here and how scientific discoveries are made and translated into practical solutions. I apply this principle to integrate computational techniques such as machine learning and artificial ...

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 ...

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 ...

Grant Schoenebeck

My current research combines machine learning tools and economic approaches (e.g game theory, mechanism design, and information design) to develop and analyze systems for eliciting and aggregating information from of diverse group of agents with varying information, interests, and abilities. This work applies to scenarios where a collective decision-making process is required, such as peer ...

Matthew Bui

Dr. Bui integrates interdisciplinary, sociotechnical, and community-based research methods and approaches to explore the opportunities for, and obstacles to, racial and data justice within society. Bui’s research primarily examines: 1) how individuals and communities call attention to—and subvert—issues of power and inequality within and through data and data science; and 2) the impacts of digital ...

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Omar Jamil Ahmed

Associate Professor of Psychology, College of Literature, Science, and the Arts

Laura Balzano

Associate Professor of Electrical Engineering and Computer Science, College of Engineering

Associate Professor of Statistics, College of Literature, Science, and the Arts

Bernadette Bucher

Assistant Professor, Robotics, College of Engineering

Assistant Professor of Electrical Engineering and Computer Science, College of Engineering

Matthew Bui

Assistant Professor of Information, School of Information

Assistant Professor, Digital Studies Institute, College of Literature, Science, and the Arts

Changxiao Cai

Assistant Professor of Industrial and Operations Engineering, College of Engineering

Steven Ceron

Assistant Professor of Robotics, College of Engineering

Lucia Cevidanes

Professor of Orthodontics, School of Dentistry

Charu Chandra

Professor of Operations Management, College of Business, University of Michigan - Deaborne

Issam El Naqa

Adjunct Professor of Radiation Oncology, Michigan Medicine