18 citations · 74 across the 16 of their papers we have counts for
5 papers · 1 filter
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…
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…
Aegis: A Correlation-Based Data Masking Advisor for Data Sharing Ecosystems
Omar Islam Laskar, Fatemeh Ramezani Khozestani, Ishika Nankani +3
Data sharing ecosystems connect providers, consumers, and intermediaries to facilitate the exchange and use of data for a wide range of downstream tasks. In sensitive domains such…
MISFEAT: Feature Selection for Subgroups with Systematic Missing Data
Bar Genossar, Thinh On, Md. Mouinul Islam +3
We investigate the problem of selecting features for datasets that can be naturally partitioned into subgroups (e.g., according to socio-demographic groups and age), each with its…
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach
Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal +7
Mitigating risk-of-readmission of Congestive Heart Failure (CHF) patients within 30 days of discharge is important because such readmissions are not only expensive but also critica…