conf.researchr.org / Sumon Biswas
Sumon Biswas

Registered user since Fri 15 Mar 2019

Name: Sumon Biswas

Bio: Sumon Biswas is a Ph.D. student 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 Program Analysis. 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

Personal website: http://www.cs.iastate.edu/~sumon/

Research interests: Software Engineering, Data Science, Programming Analysis

Contributions

ESEC/FSE 2020Author of Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness within the Research Papers-track
MSR 2019Author of Boa Meets Python: A Boa Dataset of Data Science Software in Python Language within the MSR 2019 Data Showcase-track