Sumon Biswas

Registered user since Fri 15 Mar 2019

Name:Sumon Biswas
Bio:

Sumon Biswas completed his Ph.D. in Computer Science from Iowa State University (ISU) under the supervision of Professor Hridesh Rajan. His research interests are in the intersection of Software Engineering, Programming Languages, and Artificial Intelligence. He has worked on Machine Learning (ML) software repository mining and analysis in large-scale using the Boa framework. He worked on building Python language support for Boa to analyze ML programs and Jupyter Notebooks. Currently, he is working in the D4 (Dependable Data-Driven Discovery) initiative at ISU towards increasing the dependability of data-driven software. Specifically, he is conducting research on understanding and reasoning about the fairness of ML pipelines.

Country:United States
Affiliation:Iowa State University
Research interests:Software Engineering, Artificial Intelligence, Programming Languages

Contributions

ASE 2022 Committee Member in Program Committee within the Industry Showcase-track
Committee Member in Program Committee within the Student Research Competition-track
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 2022 Committee Member in Program Committee within the Doctoral Symposium-track
ESEC/FSE 2021 Author of Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline within the Research Papers-track
ICSE 2022 Author of The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large within the Technical Track-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