2 papers
cs.CR2026
Data Leakage in Automotive Perception: Practitioners' Insights
Md Abu Ahammed Babu, Sushant Kumar Pandey, Darko Durisic +2
Data leakage is the inadvertent transfer of information between training and evaluation datasets that poses a subtle, yet critical, risk to the reliability of machine learning (ML)…
cs.CR2024
Improving Image Data Leakage Detection in Automotive Software
Md Abu Ahammed Babu, Sushant Kumar Pandey, Darko Durisic +2
Data leakage is a very common problem that is often overlooked during splitting data into train and test sets before training any ML/DL model. The model performance gets artificial…