2 papers
cs.CV2025
UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets
Arnav Aditya, Nitin Kumar, Saurabh Shigwan
Driven by advancements in deep learning, computer-aided diagnoses have made remarkable progress. However, outside controlled laboratory settings, algorithms may encounter several c…
cs.CL2023
Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models
Saeed Khaki, Akhouri Abhinav Aditya, Zohar Karnin +3
Drift in machine learning refers to the phenomenon where the statistical properties of data or context, in which the model operates, change over time leading to a decrease in its p…