Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation

Rahul Vishwakarma, Shrey Dharmendra Modi, Vishwanath Seshagiri

The generation of high-quality synthetic data presents significant challenges in machine learning research, particularly regarding statistical fidelity and uncertainty quantificati…