Md. Fahim Sikder

According to our database, Md. Fahim Sikder authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks.

Resmi RamachandranPillai, Md. Fahim Sikder, David Bergström, Fredrik Heintz

J. Artif. Intell. Res., 2024

Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation.

Md. Fahim Sikder, Daniel de Leng, Fredrik Heintz

CoRR, 2024

Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation.

Md. Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng, Fredrik Heintz

CoRR, 2024

FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability.

Md. Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng, Fredrik Heintz

Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers.

Md. Fahim Sikder, Resmi RamachandranPillai, Fredrik Heintz

CoRR, 2023

Fair Latent Deep Generative Models (FLDGMs) for Syntax-Agnostic and Fair Synthetic Data Generation.

Resmi RamachandranPillai, Md. Fahim Sikder, Fredrik Heintz

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2018

Bangla Handwritten Digit Recognition and Generation.

Md. Fahim Sikder

Proceedings of International Joint Conference on Computational Intelligence, 2018