Machine learning - Mathematics.

Overview

Works:	16 works in 14 publications in 14 languages

Titles

Mathematical theories of machine learning = theory and applications / by: (Electronic resources)

Evolutionary machine learning techniques = algorithms and applications / by: (Electronic resources)

Optimization in machine learning and applications by: (Electronic resources)

Deep learning architectures = a mathematical approach / by: (Electronic resources)

Mathematical foundations for data analysis by: (Electronic resources)

Black box optimization, machine learning, and no-free lunch theorems by: (Electronic resources)

Algorithmic aspects of machine learning by: (Electronic resources)

Linear algebra and optimization for machine learning = a textbook / by: (Electronic resources)

Accelerated optimization for machine learning = first-order algorithms / by: (Electronic resources)

General-purpose optimization through information maximization by: (Electronic resources)

Subjects