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Machine Learning

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Rayid Ghani profile photo

Rayid Ghani

Distinguished Career Professor

Rayid Ghani designs and deploys AI systems with governments for health, housing and justice and advises them on AI governance & evaluation.

Artificial Intelligence for Social GoodAI Policy and GovernanceAI EvaluationAlgorithmic BiasAI Procurement
Hoda Heidari profile photo

Hoda Heidari

Assistant Professor

Hoda Heidari is broadly interested in the Ethical and Societal Aspects of Artificial Intelligence and Machine Learning.

ElectionsFairness and AccountabilityArtificial IntelligenceEthicsMachine Learning
Aarti Singh profile photo

Aarti Singh

Professor

Aarti Singh's research focuses on design of AI agents that complement human decision making.

Machine LearningStatisticsArtificial IntelligenceSignal Processing
Olexandr Isayev profile photo

Olexandr Isayev

Assistant Professor, Chemistry

Olexandr Isayev's research focuses on solving fundamental chemical problems with machine learning, molecular modeling and quantum mechanics.

Theoretical ChemistryComputational ChemistryMachine LearningCheminformaticsDrug Discovery
Tom Mitchell profile photo

Tom Mitchell

Founders University Professor

Tom Mitchell is a longtime researcher in AI, including new systems that can improve healthcare, education, climate and more.

Machine LearningArtificial IntelligenceComputational Neuroscience
Zachary Lipton profile photo

Zachary Lipton

Associate Professor

Zachary Lipton's research spans machine learning methods and their applications in healthcare and natural language processing.

Machine LearningMachine IntelligenceNatural Language Processing (NLP)Deep Learning
Carolyn Penstein Rosé profile photo

Carolyn Penstein Rosé

Professor

Carolyn Rosé's research advances Sociotechnical AI through human-AI collaboration and data-driven inductive biases and representations.

Human-AI CollaborationComputer-Supported Collaborative LearningConversational AgentsAutomated Discourse AnalysisMedical NLP
Jeff Schneider profile photo

Jeff Schneider

Research Professor, Robotics Institute

Jeff Schneider's work is on ML, AI, Autonomy, robotics, self-driving cars, nuclear fusion, and national defense.

Machine LearningArtificial IntelligenceAutonomyRoboticsSelf-Driving Cars
Dimitrios Skarlatos profile photo

Dimitrios Skarlatos

Assistant Professor, Computer Science

Dimitrios Skarlatos is redesigning AI data center infrastructure to improve energy efficiency.

Data Center DesignAritficial IntelligenceSystemsSecurity and PrivacyComputer Architecture
Emma Strubell profile photo

Emma Strubell

Assistant Professor, Language Technologies Institute

Emma Strubell's research focuses on efficient and equitable natural language processing (NLP).

Green AINatural Language Processing (NLP)Machine LearningArtificiial Intelligence