Sumon Biswas

Registered user since Fri 15 Mar 2019

Name:Sumon Biswas
Bio:

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.

Country:United States
Affiliation:Iowa State University
Research interests:Software Engineering, Data Science, Programming Languages

Contributions

SPLASH 2021 Committee Member in Artifact Evaluation Committee within the OOPSLA Artifacts-track
Accessibility Chair in Organizing Committee
MSR 2021 Committee Member in Shadow PC committee within the Shadow PC-track
ESEC/FSE 2021 Author of Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline within the Research Papers-track
ESEC/FSE 2020 Author of Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness within the Research Papers-track
Panelist of Conversations on Fairness within the Paper Presentations-track
SPLASH 2020 Accessibility Chair in Organizing Committee
MSR 2019 Author of Boa Meets Python: A Boa Dataset of Data Science Software in Python Language within the MSR 2019 Data Showcase-track