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Research

Artificial Intelligence

From theory to applications in science, natural language processing, imaging and medicine

Data, AI, and Society

Investigating the impact of big data, AI, algorithms, and systems on society

Data Systems

Organize, categorize, scale, and structure data for next generation of applications

Human-Centered Data Science

Bringing humans into focus with data-driven tools

Machine Learning and Statistics

Foundations and applications of statistically-based algorithms making data-centric models, predictions, and decisions

Theory

Understanding mathematical foundations of information, machine learning, algorithms, methods and systems

Use-Inspired Data Science

Combining core research questions and real world applications