θ⋆←argmaxθ∑ilogpθ(yi∣xi)\theta^{\star} \leftarrow \arg \max _{\theta} \sum_{i} \log p_{\theta}\left(y_{i} \mid x_{i}\right)θ⋆←argmaxθ∑ilogpθ(yi∣xi)
Maximum Likelihood Estimation (MLE)