These lectures cover the basic ideas of frequentist and Bayesian analysis and introduce the mathematical underpinnings of supervised machine learning. In order to focus on the essentials, we illustrate the ideas using two simple examples from particle physics
This book comprehensively presents the basic concepts of probability and Bayesian inference with suf...
The series of four lectures will introduce some of the important statistical methods used in Particl...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
These lectures introduce the basic ideas and practices of statistical analysis for particle physicis...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
International audienceThe recent progresses in Machine Learning opened the door to actual applicatio...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
This is the write-up of a set of lectures given at the Asia Europe Pacific Schoolof High Energy Phys...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
The recent progresses in Machine Learning opened the door to actual applications of learning algorit...
The series of four lectures will introduce some of the important statistical methods used in Particl...
The series of four lectures will introduce some of the important statistical methods used in Particl...
This book comprehensively presents the basic concepts of probability and Bayesian inference with suf...
The series of four lectures will introduce some of the important statistical methods used in Particl...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
These lectures introduce the basic ideas and practices of statistical analysis for particle physicis...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
This series will consist of four 1-hour lectures on statistics for particle physics. The goal will ...
International audienceThe recent progresses in Machine Learning opened the door to actual applicatio...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
This is the write-up of a set of lectures given at the Asia Europe Pacific Schoolof High Energy Phys...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
The recent progresses in Machine Learning opened the door to actual applications of learning algorit...
The series of four lectures will introduce some of the important statistical methods used in Particl...
The series of four lectures will introduce some of the important statistical methods used in Particl...
This book comprehensively presents the basic concepts of probability and Bayesian inference with suf...
The series of four lectures will introduce some of the important statistical methods used in Particl...
Abstract These lectures cover those principles and practices of statistics that are most relevant fo...
DOI
Add to ORKG