Md Fahim Sikder
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    • I have started working on a WASP-HS project (Synthetic Data)
    • I am co-organizing a Workshop - The Politics of Model
    • I am co-organizing a Hackathon
    • I have defended my Phd Thesis
    • PhD Thesis Nailing (Spikning)
    • Reserach Work Presented at NordicAIMeet
    • Close to Final Seminar PhD
    • Paper Accepted at ECAI 2025
    • Attended ICLR 2025
    • Champion at Swedens Largest AI Hackathon - Hackaping
    • Half Time Seminar PhD
  • Publications
    • FairRep: Mitigating Intersectional Bias through Fair Representation Learning
    • Representative Synthetic Data for Fair Decision Making
    • Promoting Intersectional Fairness through Knowledge Distillation
    • TransFusion: Generating Long, High-Fidelity Time Series using Diffusion Models with Transformers
    • Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation
    • FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and eXplainability
    • Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
    • Predicting Students Yearly Performance using Neural Network: A Case Study of BSMRSTU
    • Generative Models for Time-Series and Fair Data Generation
    • Explainable Bengali Multiclass News Classification
    • Generating Private and Fair Long-Sequenced Longitudinal Healthcare Records
    • Fair Latent Deep Generative Models (FLDGM) for Syntax-agnostic and Fair Synthetic Data Generation
    • Synthesizing Longer and Higher-Fidelity Time-Series Data Using Generative Adversarial Networks
    • Sequential Ice Hockey Events Generation using Generative Adversarial Network
    • Measuring the Fairness, Privacy and Accuracy of Time-Series Generative Models - A Survey
    • Privacy-Preserving Synthetic Trajectory Data Generation
    • Bangla Handwritten Digit Recognition & Generation
    • Smart Disaster Notification System
  • Projects
    • Synthetic Data: Facts, Representations, and Transparency
    • Computational Cardio Oncology
    • Fair Decision Making
    • Time Series Generation
    • Fairness Benchmarking Tool
  • Posts
    • Installing Texlive Latest Version (Texlive-2021) on Ubuntu-20.04/18.04
    • Installing Docker, Creating & Running First Python Script Using it on Ubuntu 20.04 LTS
    • How to Install R and two most popular R packages (tidyverse & rstan) in Ubuntu 20.04 LTS
    • Julia Tutorial Part 2: Data Structures
    • Julia Tutorial Part 1: Installations & Basics
    • ইউরোপে পিএইচডি
  • Experience

FairRep: Mitigating Intersectional Bias through Fair Representation Learning

Feb 19, 2026·
Md Fahim Sikder
,
Daniel De Leng
,
Fredrik Heintz
· 0 min read
Project
Type
Conference paper
Publication
Under Review
Last updated on Feb 19, 2026
Representation Learning ML for Healthcare Data Fairness Fair Representation Learning Intersectional Bias
Representative Synthetic Data for Fair Decision Making Dec 10, 2025 →

© 2026 Md Fahim Sikder. This work is licensed under CC BY NC ND 4.0

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