2026
EPSVec: Efficient and Private Synthetic Text Generation via Dataset Vectors
ICML 2026poster
High-quality data is essential for modern machine learning, yet many valuable corpora are sensitive and cannot be freely shared. Synthetic data offers a practical substitute for downstream development, and large language models (LLMs) have emerged as powerful engines for generating it. However, exis…