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cs.SE2022
Providing Real-time Assistance for Repairing Runtime Exceptions using Stack Overflow Posts
Sonal Mahajan, Mukul R. Prasad
Runtime Exceptions (REs) are an important class of bugs that occur frequently during code development. Traditional Automatic Program Repair (APR) tools are of limited use in this "…
cs.LG2022★ 11 cited
SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions
Ripon K. Saha, Akira Ura, Sonal Mahajan +6
Automatic machine learning, or AutoML, holds the promise of truly democratizing the use of machine learning (ML), by substantially automating the work of data scientists. However,…