Introduction to Concentration Inequalities
Probability
2019-10-08 v1 Machine Learning
Statistics Theory
Statistics Theory
Abstract
In this report, we aim to exemplify concentration inequalities and provide easy to understand proofs for it. Our focus is on the inequalities which are helpful in the design and analysis of machine learning algorithms.
Keywords
Cite
@article{arxiv.1910.02884,
title = {Introduction to Concentration Inequalities},
author = {Kumar Abhishek and Sneha Maheshwari and Sujit Gujar},
journal= {arXiv preprint arXiv:1910.02884},
year = {2019}
}
Comments
17 pages