Noise contrastive estimation (NCE) objective function is1 $$ \mathcal L = \mathbb E_{x, x^{+}, …

Cross validation is a method to estimate the risk The Learning Problem The learning problem posed …

The learning problem posed by Vapnik:1 Given a sample: $\{z_i\}$ in the probability space $Z$; …