INDEX

A

activation function, 171–172

Adadelta, 313, 326, 344, 350

Adagrad, 313, 326

Adam, 313, 326

Apache MXNet, 2

area under the ROC curve (AUC), 273–274, 354

array processing, 2

artificial intelligence (AI), xxviii

Arxiv, 414

Az, 273

B

backpropagation, 174, 190, 200, 203

bagging, 123

batch size, 231

batch training, 195

Bayes, Thomas, 114

Bengio, Yoshua, 416

big-O notation, 155

bootstrap sample, 123

bounding box, 340

box plot, 78

IQR, 80

whiskers, 80

Brox, Thomas, 304

Burges, Christopher, 126

C

Caffe, 2

Caffe2, 2

capsule networks, 301

Cartesian plane, 4

case study, 378

classical models, 385

classifier

audio features, 385

neural network, 388

spectrograms, 398

CNN

batch normalization, 402

ensembles, 404

initialization, 402

one-dimensional, 389 ...

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