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Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanati
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presents a unified and in-depth development of neural network learning algorithms and neural network expert systems
Interpretable Machine Learning
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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
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This work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research