2 papers
stat.ML2026
Differentially Private Conformal Prediction
Jiamei Wu, Ce Zhang, Zhipeng Cai +4
Conformal prediction (CP) has attracted broad attention as a simple and flexible framework for uncertainty quantification through prediction sets. In this work, we study how to dep…
math.OC2024
Fast Online Elastic Net Subspace Clustering via A Novel Dictionary Update Strategy
Wentao Qu, Lingchen Kong, Linglong Kong +1
With the rapid growth of data volume and the increasing demand for real-time analysis, online subspace clustering has emerged as an effective tool for processing dynamic data strea…