Leadership
Theresa Mayer
Vice President for Research
Expertise: Nanotechnology applications, electronic and photonic devices, materials science
Vice President for Research
Expertise: Nanotechnology applications, electronic and photonic devices, materials science
Affiliated Faculty
Lujo Bauer
Expertise: Computer security, access control, privacy
Expertise: Computer security, access control, privacy
Mona Diab
Expertise: Evaluation of GenAI systems, language technology
Expertise: Evaluation of GenAI systems, language technology
Emily Diana
Expertise: Algorithmic design, statistics, data science
Expertise: Algorithmic design, statistics, data science
Fernando Diaz
Expertise: Information retrieval, text mining and analytics, NLP and computational linguistics
Expertise: Information retrieval, text mining and analytics, NLP and computational linguistics
Pedro Ferreira
Expertise: Medialytics, digital disruption, education technology
Expertise: Medialytics, digital disruption, education technology
Matt Fredrikson
Expertise: Security, privacy, formal verification methods, programming languages
Expertise: Security, privacy, formal verification methods, programming languages
Rayid Ghani
Expertise: AI, policy and social impact, government systems, ML evaluation
Expertise: AI, policy and social impact, government systems, ML evaluation
Hoda Heidari
Expertise: AI red teaming, risk assessment, evaluating AI and ML systems
Expertise: AI red teaming, risk assessment, evaluating AI and ML systems
Eric Heim
Expertise: Applied machine learning, model robustness, uncertainty reasoning
Expertise: Applied machine learning, model robustness, uncertainty reasoning
Ken Holstein
Expertise: Human-centered AI, participatory design, AI and human work
Expertise: Human-centered AI, participatory design, AI and human work
Zico Kolter
Expertise: Energy sustainability, smart grids, machine learning optimization
Expertise: Energy sustainability, smart grids, machine learning optimization
Beibei Li
Expertise: Digital decision-making, technology and economics, AI and machine learning
Expertise: Digital decision-making, technology and economics, AI and machine learning
Rema Padman
Expertise: Healthcare informatics, decision support, digital therapeutics
Expertise: Healthcare informatics, decision support, digital therapeutics
Aditi Raghunathan
Expertise: Frontier models, AI reliability and safety
Expertise: Frontier models, AI reliability and safety
Anand Rao
Expertise: AI operationalization, AI value scoping, agent-based models
Expertise: AI operationalization, AI value scoping, agent-based models
Hong Shen
Expertise: Human-centered AI evaluation, AI red teaming
Expertise: Human-centered AI evaluation, AI red teaming
Emma Strubell
Expertise: Natural language processing (NLP), machine learning, bridging NLP methods with real-world applications
Expertise: Natural language processing (NLP), machine learning, bridging NLP methods with real-world applications
Holly Wiberg
Expertise: Optimization and machine learning (ML) in healthcare, data science, and data-driven decision making
Expertise: Optimization and machine learning (ML) in healthcare, data science, and data-driven decision making
Maarten Sap
Expertise: Computational Social Science, Conversational AI, Discourse and Pragmatics, Fairness and Ethics in Language Technology
Expertise: Computational Social Science, Conversational AI, Discourse and Pragmatics, Fairness and Ethics in Language Technology
Expertise: Interaction Design, Intelligent Systems and Machine Learning, Public Service Innovation through Social Computing
Expertise: Foundation Models, Efficient and Effective LLM Scaling, Frontier GenAI Applications
Affiliated Students
Clement Yat Fung
Expertise: Security, machine learning (ML), cyber-physical systems, anomaly detection for industrial control systems (ICS)
Expertise: Security, machine learning (ML), cyber-physical systems, anomaly detection for industrial control systems (ICS)
Xiaoyuan Wu
Expertise: Security and privacy, machine learning, user privacy risks, transparency in digital ecosystems
Expertise: Security and privacy, machine learning, user privacy risks, transparency in digital ecosystems
Nishant Subramani
Expertise: Natural language understanding, human–computer communication, language-based AI systems
Expertise: Natural language understanding, human–computer communication, language-based AI systems
