8 citations · 29 across the 6 of their papers we have counts for
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cs.SE2019★ 8 cited
What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow
Md Johirul Islam, Hoan Anh Nguyen, Rangeet Pan +1
Modern software systems are increasingly including machine learning (ML) as an integral component. However, we do not yet understand the difficulties faced by software developers w…
cs.SE2019
A Comprehensive Study on Deep Learning Bug Characteristics
Md Johirul Islam, Giang Nguyen, Rangeet Pan +1
Deep learning has gained substantial popularity in recent years. Developers mainly rely on libraries and tools to add deep learning capabilities to their software. What kinds of bu…