Sydney Pugh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Distance Function

Uci Machine Learning Repository

Risk Evaluation

Top Venues

Publications

Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CoRR (2024)
Sydney Pugh, Ivan Ruchkin, James Weimer, Insup Lee
Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems. ICCPS (2024)
Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CHASE (2024)
Sydney Pugh, Souradeep Dutta, Ramneet Kaur, Yahan Yang, Elena Bernardis, Insup Lee
Automated Labeling Function Generation using Distance Functions for Physiological Alarm Suppression. ICCPS (2023)
Sydney Pugh, Ivan Ruchkin, Insup Lee, James Weimer
Curating Naturally Adversarial Datasets for Trustworthy AI in Healthcare. CoRR (2023)
Sydney Pugh, Ivan Ruchkin, Christopher P. Bonafide, Sara B. DeMauro, Oleg Sokolsky, Insup Lee, James Weimer
Evaluating Alarm Classifiers with High-confidence Data Programming. ACM Trans. Comput. Heal. 3 (4) (2022)
Amanda Watson, Jean Park, Sydney Pugh, Oleg Sokolsky, James Weimer, Insup Lee
Medical Cyber-Physical Systems: IoMT Applications and Challenges. IEEECONF (2022)
Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee
FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. CHASE (2021)
Sydney Pugh, Ivan Ruchkin, Christopher P. Bonafide, Sara B. DeMauro, Oleg Sokolsky, Insup Lee, James Weimer
High-Confidence Data Programming for Evaluating Suppression of Physiological Alarms. CHASE (2021)
Leon Moonen, David W. Binkley, Sydney Pugh
On Adaptive Change Recommendation. J. Syst. Softw. 164 (2020)
Sydney Pugh, Mohammad S. Raunak, D. Richard Kuhn, Raghu Kacker
Systematic testing of post-quantum cryptographic implementations using metamorphic testing. MET@ICSE (2019)
Sydney Pugh, David W. Binkley
Change Impact using Dynamic History Analysis: (Abstract Only). SIGCSE (2018)
Sydney Pugh, David W. Binkley, Leon Moonen
[Research Paper] The Case for Adaptive Change Recommendation. SCAM (2018)