Advanced Mean Field Methods: Theory and Practice (Neural Information Processing)

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Advanced Mean Field Methods: Theory and Practice (Neural Information Processing) [Hardcover]

Manfred Opper , David Saad

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Concordance (learn more)
These are the 100 most frequently used words in this book.

algorithm  approach  approximate  approximation  based  bayesian  belief  between  boltzmann  bound  case  cavity  chapter  codes  computation  conditional  conditions  consider  data  different  directed  distribution  energy  eq  equations  exact  example  expectation  factor  field  figure  first  form  free  function  gaussian  general  given  gives  graph  graphical  hidden  however  inference  information  large  learning  local  log  machine  marginal  may  mean  messages  methods  model  networks  neural  node  number  observation  obtain  obtained  order  parameters  point  posterior  prior  probabilistic  probability  problem  propagation  random  respect  results  second  see  set  show  si  simple  since  solution  state  statistical  step  structure  systems  tap  terms  theory  tree  two  use  used  values  variables  variational  vector  xi 

Text Stats
These statistics are computed from the text of this book. (learn more)
Readability (learn more) Compared with other books
Fog Index:  13.6
56% are easier
44% are harder
Flesch Index:  38.7
70% are easier
30% are harder
Flesch-Kincaid Index:  10.7
54% are easier
46% are harder
Complexity (learn more)
Complex Words:  23%
86% have fewer
14% have more
Syllables per Word:  1.9
87% have fewer
13% have more
Words per Sentence:  11.3
20% have fewer
80% have more
Number of
Characters:  586,860
70% have fewer
30% have more
Words:  81,022
62% have fewer
38% have more
Sentences:  7,171
80% have fewer
20% have more
Fun stats
Words per Dollar:  1,993  
Words per Ounce:  2,894  

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