Photo of Md Fahim Sikder

Md Fahim Sikder

Postdoc

Publications

2026

Md Fahim Sikder (2026)

FairCert: Certifiable Error Rate Fairness for ML and LLM Decision Systems Proceedings of Fifth European Conference on Algorithmic Fairness (ECAF), 2026, p. 8-23 (Conference paper)

Md Fahim Sikder, Ericka Johnson, Fredrik Heintz (2026)

StreamFair: Online Fair Adaptation Under Temporal Intersectional Drift AI Transparency Journal, Vol. 1, p. 168-176 (Article in journal)

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 ECAI 2025, p. 3427-3434 (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