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θ⋆←arg⁡max⁡θ∑ilog⁡pθ(yi∣xi)\theta^{\star} \leftarrow \arg \max _{\theta} \sum_{i} \log p_{\theta}\left(y_{i} \mid x_{i}\right)

Maximum Likelihood Estimation (MLE)