query: confusion related to maximum a posteriori estimation
positive_passages.docid: 17074
positive_passages.text: Under the 0-1 loss function, the Bayesian estimator is the mode of the posterior distribution
negative_passages.docid: 22396
negative_passages.text: Intuition on the Kullback–Leibler (KL) Divergence
negative_passages.docid: 91232
negative_passages.text: Pointwise convergent and total variation
negative_passages.docid: 30912
negative_passages.text: Having a conjugate prior: Deep property or mathematical accident?
negative_passages.docid: 44652
negative_passages.text: Minimum and Maximum eigenvalue inequality from a positive definite matrix.
negative_passages.docid: 83778
negative_passages.text: An incorrect proof by exhaustion
negative_passages.docid: 72166
negative_passages.text: Classification of Bayesian posterior probabilities
negative_passages.docid: 28675
negative_passages.text: Relationship between the probability and likelihood functions
negative_passages.docid: 88514
negative_passages.text: Confusion related to gaussian distribution
negative_passages.docid: 51457
negative_passages.text: Confusion in Gibbs sampling
negative_passages.docid: 49475
negative_passages.text: Expected Value of Local Maxima and Local Minima
negative_passages.docid: 16600
negative_passages.text: Misunderstanding of Monte Carlo Pi Estimation
negative_passages.docid: 8228
negative_passages.text: Validity of maximising log-likelihood for maximum likelihood estimation
negative_passages.docid: 37027
negative_passages.text: the relationship between maximizing the likelihood and minimizing the cross-entropy
negative_passages.docid: 58394
negative_passages.text: Why is posterior density proportional to prior density times likelihood function?
negative_passages.docid: 140078
negative_passages.text: Interpretation of eigenvectors of Hessian in context of local min/max/saddle?
negative_passages.docid: 50063
negative_passages.text: Well-posed vs Well-conditioned