Md Fahim Sikder
Md Fahim Sikder
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Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation
Md Fahim Sikder
,
Daniel de Leng
,
Fredrik Heintz
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FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and eXplainability
We present FairX, an open-source Python-based benchmarking tool designed for the comprehensive analysis of models under the umbrella of …
Md Fahim Sikder
,
Resmi Ramachandranpillai
,
Daniel de Leng
,
Fredrik Heintz
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Code
Slides
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation
Md Fahim Sikder
,
Resmi Ramachandranpillai
,
Daniel de Leng
,
Fredrik Heintz
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Generative Models for Time-Series and Fair Data Generation
Md Fahim Sikder
,
Resmi Ramachandranpillai
,
Daniel de Leng
,
Fredrik Heintz
Poster
Explainable Bengali Multiclass News Classification
The automatic classification of news articles is crucial in the era of information overflow as it assists readers in accessing relevant …
Md Fahim Sikder
,
Md Ferdous
,
Shraboni Afroz
,
Uzzal Podder
,
Kaniz Fatema
,
Mohammad Nahid Hossain
,
Md Tahmid Hasan
,
Mrinal Kanti Baowaly
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Code
Dataset
DOI
Generating Private and Fair Long-Sequenced Longitudinal Healthcare Records
Generating long-sequenced longitudinal healthcare records is critical as it has numerous potential applications. Long-sequenced …
Md Fahim Sikder
,
Resmi Ramachandranpillai
,
Fredrik Heintz
PDF
Poster
Fair Latent Deep Generative Models (FLDGM) for Syntax-agnostic and Fair Synthetic Data Generation
Deep Generative Models (DGMs) for generating synthetic data with properties such as quality, diversity, fidelity, and privacy is an …
Resmi Ramachandranpillai
,
Md Fahim Sikder
,
Fredrik Heintz
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Code
Poster
Slides
DOI
Privacy-Preserving Synthetic Trajectory Data Generation
A major open research challenge is developing privacy-preserving machine learning methods that both achieve high performance and …
David Bergström
,
Md Fahim Sikder
,
Fredrik Heintz
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Bangla Handwritten Digit Recognition & Generation
Handwritten digit or numeral recognition is one of the classical issues in the area of pattern recognition and has seen tremendous …
Md Fahim Sikder
Preprint
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Code
Dataset
DOI
Smart Disaster Notification System
The devastations of natural disasters are the lashes of mother nature that hit us every year with a whip. These are inevitable. There …
Md Fahim Sikder
,
Sajal Halder
,
Tanvir Hasan
,
Md. Jamal Uddin
,
Mrinal Kanti Baowaly
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