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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Machine Learning Fundamentals A Concise Introduction

ISBN: 9781108940023

1st Edition

Authors: Hui Jiang

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Question Posted: Oct 12, 2024 05:00 AM

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Derive stochastic gradient descent algorithms to optimize the following linear models: a. Linear regression b. Logistic regression

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Machine Learning Fundamentals A Concise Introduction

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