2 papers
cs.SE2025
Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning
Ruchira Manke, Mohammad Wardat, Foutse Khomh +1
While deep learning (DL) has permeated, and become an integral component of many critical software systems, today software engineering research hasn't explored how to separately te…
cs.SE2024
Leveraging Data Characteristics for Bug Localization in Deep Learning Programs
Ruchira Manke, Mohammad Wardat, Foutse Khomh +1
Deep Learning (DL) is a class of machine learning algorithms that are used in a wide variety of applications. Like any software system, DL programs can have bugs. To support bug lo…