publication

Representative Synthetic Data for Fair Decision Making
Md Fahim Sikder
PDF Cite Source Document DOI
Representative Synthetic Data for Fair Decision Making
TransFusion: Generating Long, High-Fidelity Time Series using Diffusion Models with Transformers
The generation of high-quality, long-sequenced time-series data is essential due to its wide range of applications. In the past, …
Md Fahim Sikder, Resmi Ramachandranpillai, Fredrik Heintz
PDF Cite Code Poster DOI
TransFusion: Generating Long, High-Fidelity Time Series using Diffusion Models with Transformers
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
Synthetic data generation offers a promising solution to enhance the usefulness of Electronic Healthcare Records (EHR) by generating …
Resmi Ramachandranpillai, Md Fahim Sikder, David Bergström, Fredrik Heintz
PDF Cite Dataset DOI
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks