Joymallya Chakraborty

According to our database, Joymallya Chakraborty authored at least 16 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FairBalance: How to Achieve Equalized Odds With Data Pre-Processing.

Zhe Yu, Joymallya Chakraborty, Tim Menzies

IEEE Trans. Software Eng., September, 2024

When less is more: on the value of "co-training" for semi-supervised software defect predictors.

Suvodeep Majumder, Joymallya Chakraborty, Tim Menzies

Empir. Softw. Eng., April, 2024

DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection.

Joymallya Chakraborty, Wei Xia, Anirban Majumder, Dan Ma, Walid Chaabene, Naveed Janvekar

CoRR, 2024

2023

Fair Enough: Searching for Sufficient Measures of Fairness.

Suvodeep Majumder, Joymallya Chakraborty, Gina R. Bai, Kathryn T. Stolee, Tim Menzies

ACM Trans. Softw. Eng. Methodol., November, 2023

FairMask: Better Fairness via Model-Based Rebalancing of Protected Attributes.

Kewen Peng, Joymallya Chakraborty, Tim Menzies

IEEE Trans. Software Eng., April, 2023

2022

Fair-SSL: Building fair ML Software with less data.

Joymallya Chakraborty, Suvodeep Majumder, Huy Tu

Proceedings of the 2nd IEEE/ACM International Workshop on Equitable Data & Technology, 2022

2021

Can We Achieve Fairness Using Semi-Supervised Learning?

Joymallya Chakraborty, Huy Tu, Suvodeep Majumder, Tim Menzies

CoRR, 2021

xFAIR: Better Fairness via Model-based Rebalancing of Protected Attributes.

Kewen Peng, Joymallya Chakraborty, Tim Menzies

CoRR, 2021

Bias in machine learning software: why? how? what to do?

Joymallya Chakraborty, Suvodeep Majumder, Tim Menzies

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

2020

Fairway: SE Principles for Building Fairer Software.

Joymallya Chakraborty, Suvodeep Majumder, Zhe Wu, Tim Menzies

CoRR, 2020

Fairway: a way to build fair ML software.

Joymallya Chakraborty, Suvodeep Majumder, Zhe Yu, Tim Menzies

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Making Fair ML Software using Trustworthy Explanation.

Joymallya Chakraborty, Kewen Peng, Tim Menzies

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

2019

Software Engineering for Fairness: A Case Study with Hyperparameter Optimization.

Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies

CoRR, 2019

Why Software Projects need Heroes (Lessons Learned from 1100+ Projects).

Suvodeep Majumder, Joymallya Chakraborty, Amritanshu Agrawal, Tim Menzies

CoRR, 2019

Predicting breakdowns in cloud services (with SPIKE).

Jianfeng Chen, Joymallya Chakraborty, Philip Clark, Kevin Haverlock, Snehit Cherian, Tim Menzies

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Investigating the effects of gender bias on GitHub.

Nasif Imtiaz, Justin Middleton, Joymallya Chakraborty, Neill Robson, Gina R. Bai, Emerson R. Murphy-Hill

Proceedings of the 41st International Conference on Software Engineering, 2019