Derive stochastic gradient descent algorithms to optimize the following linear models: a. Linear regression b. Logistic regression
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Derive stochastic gradient descent algorithms to optimize the following linear models:
a. Linear regression
b. Logistic regression
c. MCE
d. Linear SVMs (Problem SVM1)
e. Soft SVMs (Problem SVM3)
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Related Book For
Machine Learning Fundamentals A Concise Introduction
ISBN: 9781108940023
1st Edition
Authors: Hui Jiang
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