People

Executive Committee

Computer and Information Science

ML with fairness/ privacy/ robustness/ safety guarantees

 

Computer and Information Science

Explainability and interpretability, Human-centric design

Electrical and Systems Engineering

ML algorithms with fairness/ privacy/ robustness/ safety guarantees. Analysis of AI-enabled systems for assurance

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, analysis of AI-enabled systems for assurance, trusted AI for healthcare

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design

Computer and Information Science

Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning

Biomedical Engineering 

ML algorithms with fairness/ privacy /robustness/ safety guarantees, Human-centric design, Trusted AI for healthcare

Faculty

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design

Computer and Information Science

Computational foundations of intelligent behavior

Computer and Information Science

Human-centric design

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, explainability, and interoperability, human-centric design, trusted AI for healthcare

Computer and Information Science

Explainability and interpretability, Human-centric design

Statistics and Data Science, Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

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 interpretability

Electrical and Systems Engineering

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Trusted AI for healthcare

Radiology

Trusted AI for healthcare

Biomedical Informatics

Human-centric design, Trusted AI for healthcare

Computer and Information Science

Explainability and interpretability, Human-centric design, Trusted AI for healthcare

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Human-centric design, Trusted AI for healthcare

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, Human-centric design

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Mechanical Engineering and Applied Mechanics

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

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

Electrical and Systems Engineering

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

Economics & Electrical and Systems Engineering

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Computer and Information Science

Trusted AI for healthcare, Explainability and interpretability 

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

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

Computer and Information Science

Explainability and interpretability, Trusted AI for healthcare

Biostatistics in Biostatistics and Epidemiology

ML algorithms with fairness/privacy/robustness/safety guarantees, Trusted AI for healthcare

Computer and Information Science

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Biostatistics, Epidemiology and Informatics

Trusted AI for healthcare, Explainability and interpretability

Ph.D. Students & Postdocs

Aaditya Naik

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and Interpretability, Human-centric design

Adam Stein

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

Anton Xue
Ashley Francisco

Explainability and Interpretability, Neurosymbolic Learning

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Edward Hu

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability

Trusted AI for healthcare

Georgy Noarov

ML algorithms with fairness/ privacy/ robustness/ safety guarantees

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Neurosymbolic learning, Human-centric design

Jean Park
Jiani Huang
Jianing Qian
Junyao Shi

Neurosymbolic Learning, Explainability and Interpretability, Analysis of AI enabled systems for assurance

Human-centric design,  Trusted AI for healthcare

Human-centric design, Explainability and interpretability

Matthew Cleveland

Neurosymbolic learning, explainability and interpretability, trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Phillip Hilliard
Princess Sampson
Ramya Ramalingam

ML algorithms with fairness/ privacy/ robustness/ safety guarantees; Trusted AI for healthcare

Explainability and interpretability

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Analysis of AI-enabled systems for assurance, Human-centric design, Explainability and interpretability

Analysis of AI-enabled systems for assurance

Sydney Pugh

Trusted AI for healthcare

Varun Gupta
Xinmeng Huang

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, Trusted AI for healthcare

Yi Zhang

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design, Trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning

Zongyu Dai

Trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability

Yidi Huang

Explainability and interpretability, Trusted AI for healthcare.

Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

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