Tag Archives: dynamical systems

LM101-084: Ch6: How to Analyze the Behavior of Smart Dynamical Systems

Android, river, and dynamical system

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Episode Summary: In this episode of Learning Machines 101, we review Chapter 6 of my book “Statistical Machine Learning” which introduces methods for analyzing the behavior of machine inference algorithms and machine learning algorithms as dynamical systems. We show that when dynamical systems can be viewed as special types of optimization algorithms, the behavior of those systems even… Read More »

LM101-081: Ch3: How to Define Machine Learning (or at Least Try)

Android is equivalent to an iterated map whose dynamics are related to a preference relation

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A large class of complex machine learning algorithms can be represented as dynamical systems which are minimizing an objective function with respect to a preference relation.