Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation
Paper
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2410.01423
•
Published
Md Fahim Sikder
fahimsikder
AI & ML interests
Artificial Intelligence, Generative Models, Trustworthy AI, Time-Series Generation
Recent Activity
authored
a paper
about 1 month ago
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data
Free Distillation
authored
a paper
about 1 month ago
TransFusion: Generating Long, High Fidelity Time Series using Diffusion
Models with Transformers
authored
a paper
about 1 month ago
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming
Generative Adversarial Networks
Organizations
None yet
fahimsikder's activity
authored
5
papers
about 1 month ago
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers
Paper
•
2307.12667
•
Published
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
Paper
•
2404.13634
•
Published
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation
Paper
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2408.10755
•
Published
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability
Paper
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2406.14281
•
Published