conftrace_

data importance

3 papers

Explore in graph

Co-occurring keywords

scalability (2) utility quantification (1) machine unlearning (290) data valuation (50) self-paced learning (57) data summarization (37) k-nearest neighbor (152) performance degradation (28) shapley value (206) membership inference attack (93)

Papers

SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility ACL 2026
PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021