Machine Learning Under a Modern Optimization Lens

Machine Learning Under a Modern Optimization Lens

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MACHINE LEARNING

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The present book is primarily intended for undergraduate and postgraduate students of computer science and engineering, information technology, and electrical a

Rollout, Policy Iteration, and Distributed Reinforcement Learning

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The purpose of this book is to develop in greater depth some of the methods from the author's Reinforcement Learning and Optimal Control recently published text

Geometric Structure of High-Dimensional Data and Dimensionality Reduction

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"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality red

Machine Learning Refined

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An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.