Publications

Md Fahim Sikder, Resmi Ramachandranpillai, Fredrik Heintz (2023). Generating Private and Fair Long-Sequenced Longitudinal Healthcare Records. SAIS 2023 as extended abstract.
PDF Poster Project Project
Resmi Ramachandranpillai
Equal contribution
, Md Fahim Sikder
Equal contribution
, Fredrik Heintz (2023). Fair Latent Deep Generative Models (FLDGM) for Syntax-agnostic and Fair Synthetic Data Generation. ECAI 2023.
PDF Code Slides Poster Project DOI
Md Fahim Sikder, Resmi Ramachandranpillai, Fredrik Heintz (2023). Synthesizing Longer and Higher-Fidelity Time-Series Data Using Generative Adversarial Networks. Work in Progress.
Project
Md Fahim Sikder (2022). Sequential Ice Hockey Events Generation using Generative Adversarial Network. Student Project Competition, LINHAC 2022.
PDF Code Slides Video Project DOI
David Bergström, Md Fahim Sikder, Sania Partovian, Resmi Ramachandranpillai, Mattias Tiger, Fredrik Heintz (2021). Measuring the Fairness, Privacy and Accuracy of Time-Series Generative Models - A Survey. Work in Progress.
Project
David Bergström, Md Fahim Sikder, Fredrik Heintz (2020). Privacy-Preserving Synthetic Trajectory Data Generation. SAIS 2020 as extended abstract.
PDF Project DOI
Md Fahim Sikder (2018). Bangla Handwritten Digit Recognition & Generation. IJCCI 2018.
Pre-print Code Dataset DOI
Md Fahim Sikder, Sajal Halder, Tanvir Hasan, Md Jamal Uddin, Mrinal Kanti Baowaly (2017). Smart Disaster Notification System. ICAEE 2017.
PDF DOI