Qingzhi Ma

Forgetting by Pruning: Data Deletion in Join Cardinality Estimation

Machine unlearning in learned cardinality estimation (CE) systems presents unique challenges due to the complex distributional dependencies in multi-table relational data. Specifically, data deletion, a core component of machine unlearning, faces three critical challenges in learned CE models: attri