Ebook Understanding machine learning: From theory to algorithms - Part 2

Continued part 1, part 2 of ebook "Understanding machine learning: From theory to algorithms" provides readers with contents including: additional learning models; advanced theory; dimensionality reduction; generative models; feature selection and generation; rademacher complexities; proof of the fundamental theorem of learning theory; multiclass learnability; compression bounds;...

Từ khóa: Understanding machine learning, Machine learning algorithms, Additional learning models, Advanced theory, Dimensionality reduction, Rademacher complexities, Multiclass learnability