2 papers
cs.LG2025
Multi-layer Radial Basis Function Networks for Out-of-distribution Detection
Amol Khanna, Chenyi Ling, Derek Everett +2
Existing methods for out-of-distribution (OOD) detection use various techniques to produce a score, separate from classification, that determines how ``OOD'' an input is. Our insig…
cs.LG2022
AI Model Utilization Measurements For Finding Class Encoding Patterns
Peter Bajcsy, Antonio Cardone, Chenyi Ling +5
This work addresses the problems of (a) designing utilization measurements of trained artificial intelligence (AI) models and (b) explaining how training data are encoded in AI mod…