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
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.
DOI Code PDF Poster Slides
Md Fahim Sikder, David Bergström, Resmi Ramachandranpillai, Fredrik Heintz (2023). Synthesizing Longer and Higher-Fidelity Time-Series Data Using Generative Adversarial Networks. Work in Progress.
Md Fahim Sikder (2022). Sequential Ice Hockey Events Generation using Generative Adversarial Network. Student Project Competition, LINHAC 2022.
Code PDF Slides Video
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.
David Bergström, Md Fahim Sikder, Fredrik Heintz (2020). Privacy-Preserving Synthetic Trajectory Data Generation. SAIS 2020 as extended abstract.
PDF
Md Fahim Sikder (2018). Bangla Handwritten Digit Recognition & Generation. IJCCI 2018.
DOI Code Dataset Preprint
Md Fahim Sikder, Sajal Halder, Tanvir Hasan, Md. Jamal Uddin, Mrinal Kanti Baowaly (2017). Smart Disaster Notification System. ICAEE 2017.
DOI PDF
Md Fahim Sikder, Md. Jamal Uddin, Sajal Halder (2016). Predicting Students Yearly Performance using Neural Network: A Case Study of BSMRSTU. ICIEV 2016.
DOI PDF