Registered user since Fri 15 Mar 2019
Sumon Biswas is a Ph.D. candidate of Computer Science department at Iowa State University and Research Assistant at Laboratory of Software Design at ISU under the supervision of Hridesh Rajan. His research interests are in the blend of Data Science, Software Engineering, and Programming languages. He has worked on large scale data science program analysis using the Boa framework. He worked on building Python language support for Boa to analyze machine learning programs. Currently, he is working in the D4 (Dependable Data-Driven Discovery) project and focusing on increasing the dependability of data-driven software. Specifically, he is conducting research on improving the fairness of machine learning models.
|ESEC/FSE 2021||Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline|
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