Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional ge
Concentration inequalities (probability theory)
β Scribed by Michael Damron
- Year
- 2015
- Tongue
- English
- Leaves
- 151
- Series
- lecture notes
- Edition
- version 24 Jul 2015
- Category
- Library
No coin nor oath required. For personal study only.
π SIMILAR VOLUMES
Using the simple conceptual framework of the Kolmogorov model, this intermediate-level textbook discusses random variables and probability distributions, sums and integrals, mathematical expectation, sequence and sums of random variables, andΒ random processes. For advanced undergraduate students of
The first and only book to make this research available in the West Concise and accessible: proofs and other technical matters are kept to a minimum to help the non-specialist Each chapter is self-contained to make the book easy-to-use
The first and only book to make this research available in the West Concise and accessible: proofs and other technical matters are kept to a minimum to help the non-specialist Each chapter is self-contained to make the book easy-to-use