Give

Electrical Engineering and Computer Science

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.

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 ...

Xuan Zhou

I am an associate professor in the Department of Electrical and Computer Engineering at the University of Michigan-Dearborn, and I previously held an associate professorship at Kettering University, Michigan. Actively involved in professional communities such as IEEE and ECS, my research focuses on various aspects of battery technology, including design, manufacturing, and modeling for electric ...

Q. Vera Liao

With a background in human-computer interaction and AI ethics, Dr. Vera Liao’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 ...

Peter Seiler

I work in the area of robust control theory which focuses on the impact of model uncertainty on systems design. My research mainly focuses on the use of models for the design of control systems. This has applications to the design of autopilots on aircraft, the operation of wind turbines, and other engineered systems. The ...

Vladimir Dvorkin

My work focuses on decision-making models and algorithms for enhancing planning, operation, and pricing in electric power systems with substantial renewable energy integration and rising AI-driven electricity demand. This involves developing prescriptive analytics—such as decision-focused and physics-informed machine learning models—to manage grid uncertainties, building large-scale equilibrium models to analyze interactions among AI users in the ...

Andrew Owens

Search

Affiliation Type

Methodologies

Applications

Steven Abney

Associate Professor, Linguistics, LSA School of Information EECS, College of Engineering (Courtesy)

Eytan Adar

Associate Professor, School of InformationEECS, College of Engineering

Laura Balzano

Associate Professor, EECS, College of Engineering

Nikola Banovic

Assistant Professor, Computer Science and Engineering, College of Engineering

Satinder Singh Baveja

Professor, EECS, College of Engineering

Bernadette Bucher

Assistant Professor, Robotics

Electrical Engineering and Computer Science

Jiasi Chen

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

Kevyn Collins-Thompson

Associate Professor, School of Information, EECS, College of Engineering

Jason Corso

Associate Professor, EECS, College of Engineering