Machine learning - Mathematics.

Algorithmic aspects of machine learning by: (Electronic resources)

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

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

Kernel methods for machine learning with Math and R = 100 exercises for building logic / by: (Electronic resources)

Kernel methods for machine learning with Math and Python = 100 exercises for building logic / by: (Electronic resources)

Alternating direction method of multipliers for machine learning by: (Electronic resources)

Elements of dimensionality reduction and manifold learning by: (Electronic resources)

Random matrix methods for machine learning by: (Electronic resources)

Fundamental mathematical concepts for machine learning in science by: (Electronic resources)

Advanced techniques in optimization for machine learning and imaging by: (Electronic resources)