Joymallya Chakraborty -

Registered user since Tue 7 Nov 2017

Name:Joymallya Chakraborty

Bio:

I am currently a Ph.D. student in the RAISE Lab at North Carolina State University, under the supervision of Dr. Tim Menzies. My research interest includes algorithmic bias, ML model optimization, interpretability & explanation of black-box ML models.

Before coming to NC State, I was a full-stack software developer at TCG Digital. I obtained my bachelor’s degree in Computer Science from Jadavpur University. I have done research internships at Intel Corporation (Bellevue, WA), IBM T.J. Watson Research Lab (Yorktown Heights, NY), and Amazon (Seattle, WA).

Country:United States

Affiliation:North Carolina State University

Personal website:https://joymallyac.github.io/

Twitter:https://twitter.com/chkrjoymallya

GitHub:https://github.com/joymallyac

Research interests:Software Engineering, Machine Learning, Software Ethics, Algorithms, Data Mining

Contributions

WAM 2023	Committee Member in Research Paper Program Committee within the WAM 2023-track
ICSE 2023	Author of FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes within the Journal-First Papers-track
ESEC/FSE 2021	Author of Bias in Machine Learning Software: Why? How? What to Do? within the Research Papers-track
ESEC/FSE 2020	Author of Fairway: A Way to Build Fair ML Software within the Research Papers-track Panelist of Conversations on Fairness within the Paper Presentations-track
ASE 2020	Author of Making Fair ML Software using Trustworthy Explanation within the NIER track-track
ASE 2019	Author of Software Engineering for Fairness: A Case Study with Hyperparameter Optimization within the Late Breaking Results-track
ICSE 2019	Author of Investigating the Effects of Gender Bias on GitHub within the Technical Track-track