Author

Kai-Ming Ting

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Preprint Aug 2026

Learning to Unlearn: Machine Unlearning via Learning the Unlearning Behaviors

Various machine unlearning techniques have been developed in response to privacy legislation requirements, enabling individuals to exercise their legal right to have their data $D_f$ removed from a machine learning model. This process is typically accomplished via the use of an unlearning function denoted as $U$. Exist...

Hang Zhang, Kai-Feng Zhang, Yixiao Ma et al. · 0 citations

Jul 2026

Why does Greedy Search produce Optimal Clustering Outcomes? A Fixed-Core Assignment Theory

This is the first analysis that explains why CaD clustering via greedy search can discover clusters of arbitrary shapes, densities and sizes when the estimated cluster embeddings faithfully approximate the underlying cluster distributions.

Kai-Feng Zhang, Kai-Ming Ting, Sanjay Chawla · arXiv.org · 0 citations