11 citations · 11 across the 1 of their papers we have counts for
3 papers
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,…
cs.SE2019
Harnessing Evolution for Multi-Hunk Program Repair
Seemanta Saha, Ripon K. Saha, Mukul R. Prasad
Despite significant advances in automatic program repair (APR)techniques over the past decade, practical deployment remains an elusive goal. One of the important challenges in this…
cs.SE2018
Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model
Saikat Chakraborty, Yujian Li, Matt Irvine +2
Locating bugs is challenging but one of the most important activities in software development and maintenance phase because there are no certain rules to identify all types of bugs…