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cs.LG2026
Label Curation Using Agentic AI
Subhodeep Ghosh, Bayan Divaaniaazar, Md Ishat-E-Rabban +2
Data annotation is essential for supervised learning, yet producing accurate, unbiased, and scalable labels remains challenging as datasets grow in size and modality. Traditional h…
cs.LG2026
Continuous Fairness On Data Streams
Subhodeep Ghosh, Zhihui Du, Angela Bonifati +3
We study the problem of enforcing continuous group fairness over windows in data streams. We propose a novel fairness model that ensures group fairness at a finer granularity level…