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cs.LG2025★ 1 cited
Quantifying Correlations of Machine Learning Models
Yuanyuan Li, Neeraj Sarna, Yang Lin
Machine Learning models are being extensively used in safety critical applications where errors from these models could cause harm to the user. Such risks are amplified when multip…
cs.LG2024
An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms
Disha Ghandwani, Neeraj Sarna, Yuanyuan Li +1
Advanced classification algorithms are being increasingly used in safety-critical applications like health-care, engineering, etc. In such applications, miss-classifications made b…