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ICSE 2022
Sun 8 - Fri 27 May 2022
Sumon Biswas

Registered user since Fri 15 Mar 2019

Name:Sumon Biswas
Bio:

Sumon Biswas is a Postdoctoral Researcher at Carnegie Mellon University. He 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

ICSE 2022 The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large
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