Optimization for Machine Learning with NumPy and SciPy/

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Quiz Yourself on Non-Convex Optimization

Quiz Yourself on Non-Convex Optimization

Evaluate your non-convex optimization concepts via an MCQ quiz.

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1

Which optimization algorithm uses the following update rule?

vt=βvt−1−α∇θJ(θt−1+βvt−1))v_t = \beta v_{t-1} - \alpha \nabla_\theta J(\theta_{t-1} + \beta v_{t-1}))

θt=θt−1+vt.\theta_t = \theta_{t-1} + v_t.

A)

The Nesterov momentum

B)

Adam

C)

NAG

D)

RMSProp

Question 1 of 50 attempted
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