machine-learning × 391
classification × 237
neural-networks × 186
nlp × 178
machine × 144
clustering × 140
optimization × 136
svm × 134
deep-learning × 128
rbm × 121
lda × 114
python × 97
dataset × 76
learning × 73
data-mining × 64
sampling × 60
logistic-regression × 57
crf × 56
data × 53
features × 52
topic-models × 49
unsupervised-learning × 40
implementation × 39
feature-extraction × 38
sparse × 38
references × 36
regularization × 36
algorithms × 35
online-learning × 34
java × 31
networks × 31
inference × 30
k-means × 28
model × 27
large-scale × 22
modeling × 22
neural × 22
mcmc × 21
linear-algebra × 20
practical-advice × 20
state-of-the-art × 20
deep × 19
dropout × 18
feature × 18
lsh × 18
translation × 18
boosting × 16
hyperparameters × 16
variational-inference × 16
backpropagation × 15
l1 × 15
mathematics × 15
programming × 15
meta × 14
topic × 14
detection × 13
language-model × 13
multi-task-learning × 13
nearest-neighbors × 13
gibbs × 12
multi-label × 12
applications × 11
belief-propagation × 11
hadoop × 11
mapreduce × 11
mining × 11
ml × 11
gradient × 10
information-extraction × 10
rectified-linear-units × 10
transfer-learning × 10
matrix-factorization × 9
book × 8
maximum-likelihood × 8
distributed × 7
open-ended × 7
word × 7
auto × 6
community × 6
compressed-sensing × 6
convex × 6
manifold × 6
google × 5
hinton × 5
outlier × 5
task-definition × 5
tutorial × 5
anomaly × 4
career × 4
domain-adaptation × 4
faces × 4
hessian × 4
max-pooling × 4
second-order × 4
big-data × 3
eigenvectors × 3
experiment × 3
face-detection × 3
hidden-units × 3
scraping × 3
smoothing × 3
spam × 3
testing × 3
blogs × 2
class × 2
collobert × 2
consultant × 2
descent × 2
feature-generation × 2
forests × 2
indexing × 2
message-passing × 2
pig × 2
quasi-newton × 2
recursive × 2
storing × 2
tokenization × 2
trading × 2
web-crawlers × 2
weston × 2
collaboration × 1
confidence-weighted-learning × 1
drednet × 1
eigenfaces × 1
eigenvalues × 1
encoder × 1
head-first × 1
hiring × 1
intuition × 1
inverted-indices × 1
l0.5 × 1
login × 1
nerual × 1
nets × 1
newton-raphson × 1
novice × 1
open-problem × 1
optimizing × 1
rare × 1
temporal-classification × 1
timebank × 1
visualization. × 1
web-spiders × 1
result × 0