People
Executive Committee
Computer and Information Science
ML with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning
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Chris Callison-Burch
Computer and Information Science
Explainability and interpretability, Human-centric design
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, analysis of AI-enabled systems for assurance, trusted AI for healthcare
ML algorithms with fairness/ privacy/ robustness/ safety guarantees. Analysis of AI-enabled systems for assurance
Computer and Information Science
Electrical and Systems Engineering
Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
Electrical and Systems Engineering and Radiology
ML algorithms with fairness/ privacy /robustness/ safety guarantees, Explainability and interpretability, Trusted AI for healthcare
Faculty
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guaranteesÂ
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning
Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Trusted AI for healthcare
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Explainability and interpretability, Human-centric design
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Statistics and Data Science, Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
Explainability and interpretability, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Trusted AI for healthcare
ML algorithms with fairness/privacy/robustness/
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Computer and Information Science
Trusted AI for healthcare, Explainability and interpretabilityÂ
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
Computer and Information Science
Explainability and interpretability, Trusted AI for healthcare
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, explainability, and interoperability, human-centric design, trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
Explainability and interpretability, Human-centric design, Trusted AI for healthcare
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
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Biostatistics in Biostatistics and Epidemiology
ML algorithms with fairness/privacy/robustness/safety guarantees, Trusted AI for healthcare
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Mechanical Engineering and Applied Mechanics
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Chamith S. Rajapakse
Trusted AI for healthcare
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Trusted AI for healthcare, Explainability and interpretability
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
Computer and Information Science
ML algorithms with fairness/privacy/robustness/
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Human-centric design, Trusted AI for healthcare
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ML algorithms with fairness/ privacy/ robustness/ safety guarantees
ML algorithms with fairness/privacy/robustness/
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Computer and Information Science
Explainability and interpretability, Human-centric design
Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
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Computer and Information Science
Explainability and interpretability, Human-centric design
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Trusted AI for healthcare, Human-centric design
Ph.D. Students & Postdocs
Eshwar Arunachaleswaran
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability
Thomas Beckers
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
Sihao Chen
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
Matthew Cleaveland
Emily Diana
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare
Varun Gupta
Jiani Huang
Xinmeng Huang
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
Yidi Huang
Explainability and interpretability, Trusted AI for healthcare
Edward Hu
Neurosymbolic Learning, Explainability and Interpretability, Analysis of AI enabled systems for assurance
Analysis of AI-enabled systems for assurance, Human-centric design, Explainability and interpretability
Jason Ma
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Neurosymbolic learning, Human-centric design
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
Georgy Noarov
Artemis Panagopoulou
Explainability and Interpretability
Jean Park
Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
Princess Sampson
Junyao Shi
Kaustubh Sridhar
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
Davoud Ataee Tarzanagh
Trusted AI for healthcare, Explainability and interpretability
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and Interpretability, Human-centric design
Neurosymbolic learning, explainability and interpretability, trusted AI for healthcare
ML algorithms with fairness/ privacy/ robustness/ safety guarantees; Trusted AI for healthcare
Amanda Watson
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning
Yahan Yang
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
Fanyang Yu
Trusted AI for healthcare
Yi Zhang
Ben Zhou
Explainability and Interpretability, Neurosymbolic Learning
Human-centric design and ML algorithms with fairness/privacy/robustness/safety guarantees
Trustworthiness (interpretability, robustness) of multimodal foundation models and generative models
Vivek Gupta
Explainability and interpretability, Neurosymbolic Learning/Reasoning, Analysis of AI-enabled systems for assurance, Trusted AI for finance