Academic Articles & Research Papers

Foundations of Machine Learning

This chapter focuses on providing a complete grasp of the foundations of machine learning (ML). Machine learning is a rapidly evolving domain with wide-ranging applications, from natural language processing to autonomous vehicles. This chap...

Brain network-based stratification of mental health disorders: design and cohort description of the STRATIFY and ESTRA studies.

Foundations of Machine Learning

Foundations of Machine LearningSoon we will embark on a theoretical study of AdaBoost in order to understand its properties, particularly its ability as a learning algorithm to generalize, that is, to make accurate predictions on data not s...

Counteracting the overestimation of effect size in mass-univariate brain-wide association studies using cross-validation.