Photo of Md Fahim Sikder

Md Fahim Sikder

PhD student

Publications

2025

Md Fahim Sikder (2025)

Representative Synthetic Data for Fair Decision Making (Doctoral thesis, monograph)

https://dx.doi.org/10.3384/9789181183757

Md Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng, Fredrik Heintz (2025)

Promoting Intersectional Fairness through Knowledge Distillation (Conference paper)

https://dx.doi.org/10.3233/FAIA251214

Md Fahim Sikder, Resmi Ramachandran Pillai, Fredrik Heintz (2025)

TransFusion: Generating long, high fidelity time series using diffusion models with transformers Machine Learning with Applications, Vol. 20, Article 100652 (Article in journal)

https://dx.doi.org/10.1016/j.mlwa.2025.100652

2024

Md Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng, Fredrik Heintz (2024)

FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability Proceedings of the 2nd Workshop on Fairness and Bias in AI, co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Article 16 (Conference paper)

Resmi Ramachandranpillai, Md Fahim Sikder, David Bergström, Fredrik Heintz (2024)

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks The journal of artificial intelligence research, Vol. 79, p. 1313-1341 (Article in journal)

https://dx.doi.org/10.1613/jair.1.15317