33

2

graphical-models × 29 crf × 13 belief-propagation × 11 regularization × 10 machine-learning × 8 maximum-likelihood × 8 estimation × 7 loss-function × 7 kl-divergence × 7 probability × 6

estimates × 6 markov-random-field × 6 supervised-learning × 6 linear-algebra × 6 meta × 5 nlp × 5 log-linear × 5 research × 4 model-selection × 4 maximum-entropy × 4

factor-graph × 4 clustering × 4 generative × 4 bayesian × 4 classification × 4 practical-advice × 4 references × 4 discriminative × 4 gradient × 4 theory × 4

mrf × 4 gaussian-distribution × 4 regression × 3 learning-theory × 3 modeling × 3 software × 3 convex × 3 implementation × 3 features × 3 logistic-regression × 3

python × 3 conditional-random-field × 3 tensor × 2 probably-approximately-correct × 2 hmm × 2 algorithms × 2 unsupervised-learning × 2 dimensionality × 2 svm × 2 differentiation × 2

● Appreciated Answer × 24 ● Well-Known Question × 17 ● Conspicuous Question × 17 ● Prominent Question × 17 ● Appreciated Question × 10 ● Prized Question × 5

● Cognoscenti × 4 ● Esteemed Answer × 4 ● Adulated Answer × 2 ● Blue Pencil × 1 ● Inquisitive × 1 ● Guide × 1

● Mentor × 1 ● On the record × 1 ● Commentator × 1 ● Participant × 1 ● Revisionist × 1 ● Revisitation × 1

● Discriminating × 1 ● Esteemed Question × 1