Area of research
Artificial Intelligence
Research interest
Research interests include Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, and Adversarial Robustness in Machine Learning.
AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation
The Impact of Differential Feature Under-reporting on Algorithmic Fairness
From Preference Elicitation to Participatory ML: A Critical Survey & Guidelines for Future Research
A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits
Identifying Game-Based Digital Biomarkers of Cognitive Risk for Adolescent Substance Misuse: Protocol for a Proof-of-Concept Study.
Identifying Game-Based Digital Biomarkers of Cognitive Risk for Adolescent Substance Misuse: Protocol for a Proof-of-Concept Study (Preprint)
Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning
Born Again Neural Networks
CaltechAUTHORS (California Institute of Technology) 2018cited by 276position: middle
Optimal Thresholding of Classifiers to Maximize F1 Measure