StreamFair: Online Fair Adaptation Under Temporal Intersectional Drift
Md Fahim Sikder
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FairCert: Certifiable Error Rate Fairness for ML and LLM Decision Systems
Md Fahim Sikder
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1 min readFairRep: Mitigating Intersectional Bias through Fair Representation Learning
Md Fahim Sikder
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1 min read
Fair Decision Making
Research on fair synthetic data generation and fair representation learning for bias-free decision making.
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Representative Synthetic Data for Fair Decision Making
Md Fahim Sikder
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1 min read
Promoting Intersectional Fairness through Knowledge Distillation
Md Fahim Sikder
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1 min read
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
Resmi Ramachandranpillai
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1 min readGenerating Private and Fair Long-Sequenced Longitudinal Healthcare Records
Md Fahim Sikder
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1 min read