Directory

Directors

Miguel Eckstein

Professor
Psychological & Brain Sciences

3806 Psychology East

Understanding fundamental differences in how humans and AI see, attend, and learn; integration of humans and AI for challenging decisions such as cancer detection

Max Farrell

Associate Professor
Economics

North Hall 2044

Machine learning, high-dimensional data, and semiparametric and nonparametric methods, focusing on mathematical and statistical problems and causal inference.

William Wang

Professor
Computer Science

1115 Harold Frank Hall

Natural language processing, reasoning, learning, and knowledge representations in humans and AI

Faculty

Michael Beyeler

Assistant Professor
Computer Science
Psychological & Brain Sciences

5102 Harold Frank Hall

Neural interfaces/AI; bio-inspired machine vision; AI in medicine.

Francesco Bullo

Professor
Mechanical Engineering

2325 Engineering II

Network systems; human and multi-agent joint decisions; collective learning

Shiyu Chang

Assistant Professor
Computer Science

2123 Harold Frank Hall

How machine predictions can be made more interpretable to humans and how human intuition and rationalization can improve AI transferabili

Barry Giesbrecht

Professor
Psychological & Brain Sciences

3805 Psychology East

The influence of AI on human attention, cognition and brain function

Mary Hegarty

Professor
Psychological & Brain Sciences

3812 Psychology East

Spatial cognition in humans; effects of AI on human spatial navigation

Tobias Hollerer

Professor
Computer Science
Media, Arts, and Technology Program

2155, Harold Frank Hall

Human Centered and Social Computing; Machine Learning and Data Mining; Visual Computing and Interaction

Krzysztof Janowicz

Professor
Geography

4830 Ellison Hall

Haewon Jeong

Assistant Professor

3161 Harold Frank Hall

Machine Learning, Ethical AI, Responsible Computing, Information Theory, Large-scale Distributed Computing

George Legrady

Distinguished Professor, Media Arts & Technology

Lab 2611, Elings Hall

AI for visualization, data visualization, visual computation and interaction

Lei Li

Associate Professor
Computer Science

2121 Harold Frank Hall

Algorithms and systems for machine learning, natural language processing, machine translation, and reasoning.

Upamanyu Madhow

Professor
Electrical & Computer Engineering

3111 Harold Frank Hall

Robust, interpretable machine learning; neuro-inspired architectures; statistical and sparse modeling

B.S. Manjunath

Professor
Electrical & Computer Engineering

3157 Harold Frank Hall

Bio-inspired machine vision; human/AI integration; AI and biology

Daniel Martin

Associate Professor of Economics
Wilcox Family Chair in Entrepreneurial Economics

North Hall 3024

Attentional modeling of machine learning, interaction and integration of AI and human decision-making

Nina Miolane

Assistant Professor

3155 Harold Frank Hall

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medici

Yasamin Mostofi

Professor
Electrical & Computer Engineering

5121 Harold Frank Hall

AI to predict human performance; human-robot collaboration; AI for RF sensing

Fabian Offert

Assistant Professor, History and Theory of Digital Humanities

Phelps 6327

Epistemology and aesthetics of computer vision and machine learning

Sylvester Okwunodu Ogbechie

Professor, History of Art & Architecture

Arts 1226

Impact of generative AI on Africa and Black Communities; Analysis of Black creativity, equity and algorithmic justice in how gen AI tools

Rita Raley

Professor
Department of English

2703 South Hall

Large language models (GPT-2), translation, humanities perspectives on AI, creative practices

Adina Roskies

Professor of Philosophy
Cognitive Science Program
Psychological and Brain Sciences

5717 South Hall

Relationship between AI systems and human processing; what we can learn from ANN models about cognition; explainable AI; ethical questions raised by AI