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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.

Public PolicyResponsible AIMachine LearningAI ProcurementAlgorithmic Bias
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
Aarti Singh profile photo

Aarti Singh

Professor

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

Signal ProcessingArtificial IntelligenceStatisticsMachine 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.

Computational Social SciencesComputational Data ScienceCoding AgentsMedical NLPAutomated Discourse Analysis
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.

RL and LLMs/VLMsNational DefenseNuclear FusionSelf-Driving CarsRobotics
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
Eric Yttri profile photo

Eric Yttri

Associate Professor

Eric Yttri's research goal is to establish how neural circuits lead to these action selection decisions.

Complex Motor ControlCognitive Brain FunctionNeuroscienceMotor CoordinationNeural Circuits
Simon DeDeo profile photo

Simon DeDeo

Associate Professor

Simon DeDeo is a cognitive scientist who studies the nature of mathematics, how mathematicians think and reason, and how AI is changing it.

Theoretical PhysicsSocial and Decision SciencesArtificial IntelligenceAstrophysicsApplied Mathematics
Scott Fahlman profile photo

Scott Fahlman

Research Faculty Emeritus - Contingent

Scott Fahlman researches on symbolic knowledge-based approaches to AI and constructive neural-net algorithms like Cascade-Correlation.

Artificial Neural NetworksComputer ScienceArtificial IntelligenceKnowledge RepresentationMachine Learning
Vincent Conitzer profile photo

Vincent Conitzer

Professor

Vincent Conitzer researches the ethics, safety, and societal consequences of AI.

Societal Consequences of AIAI and EconomicsPhilosophy of AIAI SafetyEthics in AI