Joymallya Chakraborty

21 papers A* 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection.
CoRR
Joymallya Chakraborty, Wei Xia, Anirban Majumder, Dan Ma, Walid Chaabene, Naveed Janvekar
2024 J jnl
FairBalance: How to Achieve Equalized Odds With Data Pre-Processing.
IEEE Trans. Software Eng.
Zhe Yu, Joymallya Chakraborty, Tim Menzies
2024 J jnl
When less is more: on the value of "co-training" for semi-supervised software defect predictors.
Empir. Softw. Eng.
Suvodeep Majumder, Joymallya Chakraborty, Tim Menzies
2023 J jnl
Fair Enough: Searching for Sufficient Measures of Fairness.
ACM Trans. Softw. Eng. Methodol.
Suvodeep Majumder, Joymallya Chakraborty, Gina R. Bai, Kathryn T. Stolee, Tim Menzies
2023 J jnl
FairMask: Better Fairness via Model-Based Rebalancing of Protected Attributes.
IEEE Trans. Software Eng.
Kewen Peng, Joymallya Chakraborty, Tim Menzies
2022 — conf
Fair-SSL: Building fair ML Software with less data.
FairWare@ICSE
Joymallya Chakraborty, Suvodeep Majumder, Huy Tu
2022 J jnl
When Less is More: On the Value of "Co-training" for Semi-Supervised Software Defect Predictors.
CoRR
Suvodeep Majumder, Joymallya Chakraborty, Tim Menzies
2021 J jnl
Bias in Machine Learning Software: Why? How? What to do?
CoRR
Joymallya Chakraborty, Suvodeep Majumder, Tim Menzies
2021 — conf
Bias in machine learning software: why? how? what to do?
ESEC/SIGSOFT FSE
Joymallya Chakraborty, Suvodeep Majumder, Tim Menzies
2021 J jnl
Can We Achieve Fairness Using Semi-Supervised Learning?
CoRR
Joymallya Chakraborty, Huy Tu, Suvodeep Majumder, Tim Menzies
2021 J jnl
Fair Enough: Searching for Sufficient Measures of Fairness.
CoRR
Suvodeep Majumder, Joymallya Chakraborty, Gina R. Bai, Kathryn T. Stolee, Tim Menzies
2021 J jnl
xFAIR: Better Fairness via Model-based Rebalancing of Protected Attributes.
CoRR
Kewen Peng, Joymallya Chakraborty, Tim Menzies
2020 J jnl
Fairway: SE Principles for Building Fairer Software.
CoRR
Joymallya Chakraborty, Suvodeep Majumder, Zhe Wu, Tim Menzies
2020 — conf
Fairway: a way to build fair ML software.
ESEC/SIGSOFT FSE
Joymallya Chakraborty, Suvodeep Majumder, Zhe Yu, Tim Menzies
2020 A* conf
Making Fair ML Software using Trustworthy Explanation.
ASE
Joymallya Chakraborty, Kewen Peng, Tim Menzies
2020 J jnl
Making Fair ML Software using Trustworthy Explanation.
CoRR
Joymallya Chakraborty, Kewen Peng, Tim Menzies
2019 A* conf
Investigating the effects of gender bias on GitHub.
ICSE
Nasif Imtiaz, Justin Middleton, Joymallya Chakraborty, Neill Robson, Gina R. Bai, Emerson R. Murphy-Hill
2019 J jnl
Predicting Breakdowns in Cloud Services (with SPIKE).
CoRR
Jianfeng Chen, Joymallya Chakraborty, Philip Clark, Kevin Haverlock, Snehit Cherian, Tim Menzies
2019 — conf
Predicting breakdowns in cloud services (with SPIKE).
ESEC/SIGSOFT FSE
Jianfeng Chen, Joymallya Chakraborty, Philip Clark, Kevin Haverlock, Snehit Cherian, Tim Menzies
2019 J jnl
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization.
CoRR
Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies
2019 J jnl
Why Software Projects need Heroes (Lessons Learned from 1100+ Projects).
CoRR
Suvodeep Majumder, Joymallya Chakraborty, Amritanshu Agrawal, Tim Menzies