====== Sampling ======

===== Examples of Samping in NLP and ML =====
  * Dropout is an approximation: [[http://proceedings.mlr.press/v28/wang13a.pdf|Wang & Manning 2013 - Fast Dropout Training]]
  * Negative Sampling: [[https://arxiv.org/pdf/1402.3722.pdf|Goldberg & Levy 2014 - word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method]]

===== Related Pages =====
See also [[stats:sampling|Statistics - Sampling]].