Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks

no code implementations • 1 Dec 2020 • Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M Sanfilippo, Girish Dwivedi

State-of-the-art imputation approaches, such as Generative Adversarial Imputation Nets (GAIN), model the distribution of observed data to approximate the missing values.

Imputation