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book	79
hmm	61
maxent	54
ocr	49
pw	44
information-geometry	42
bayesian	39
linear-algebra	38
ising	37
regularization	36
physics	34
message-passing	34
statistics	31
weka	30
graph-theory	29
graphical	26
saw	26
philosophy	26
exponential-families	25
estimation	24
resistance	19
doubly-stochastic	17
svm	17
text-localization	16
optimization	16
statistical-learning-theory	16
ergodicity	16
model-selection	14
nonparametric	14
generative-discriminative	13
nonnegative-matrices	13
bayesnet	11
prior	10
crf	10
ill	10
walks	9
maxplus	9
boosting	9
mlrg	9
minimax	8
density	8
information-theory	8
computational-complexity	8
combinatorics	7
notes	7
counting	7
hardcore	7
algebra	6
approximation	6
machine-learning	6
spectral	6
parametrization	5
naivebayes	5
geometry	5
loglinear	5
math	5
feature-selection	5
markov-chains	5
toread	4
risk-analysis	4
ki	3
unsupervised	3
numerical-analysis	3
elicitation	3
process	3
models	3
kernel	3
contraction	3
vision	3
manifolds	3
econometrics	3
hilbert-metric	3
thesis	3
fisher-information	2
clustering	2
game-theory	2
ann	2
colt	2
approximate	2
segmentation	2
nlp	2
contingency	2
mixing	2
discriminants	2
discretization	2
ssl	2
semisupervised	2
consumer	1
variables	1
loan	1
random	1
retail	1
cards	1
chat	1
classification	1
default	1
banking	1
random-projections	1
file-import-08-11-06	1
scorecards	1
shuffling	1
delinquency	1
test	1
ecoc	1
neuroscience	1
latent	1
effects	1
matlab	1
pac	1
financial	1
credit	1
prediction	1
preprocessing	1
discrete	1