ANNS-09

ANNS-09

University

6 Qs

quiz-placeholder

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ANNS-09

ANNS-09

Assessment

Quiz

Information Technology (IT)

University

Hard

Created by

Megyeri István

Used 3+ times

FREE Resource

6 questions

Show all answers

1.

MULTIPLE SELECT QUESTION

45 sec • 1 pt

The momentum method ...

smooths the gradient over time

converges to global optima

overcomes smaller local optima

can be controlled by a value of [-1,1]

2.

MULTIPLE SELECT QUESTION

45 sec • 1 pt

Adaptive optimization methods

require less learning rate tuning

converge to global optima

are superior to sgd for all tasks

separate learning rates for each and every parameter

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Autoencoders are trained in a [] manner.

unsupervised

supervised

semi-supervised

contrastive

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Batch normalization standardize the [] to have 0 mean and 1 standard deviation.

input

output

activation of hidden layers

first layer output

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Highway network uses [] to aggregate branches.

gating

addition

linear projection

recurrent neurons

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Residual network uses [] to aggregate branches.

gating

addition

linear projection

recurrent neurons