Share
Topics and Techniques in Distribution Testing (in English)
Clément L. Canonne
(Author)
·
Now Publishers
· Paperback
Topics and Techniques in Distribution Testing (in English) - Canonne, Clément L.
$ 83.37
$ 99.00
You save: $ 15.63
Choose the list to add your product or create one New List
✓ Product added successfully to the Wishlist.
Go to My WishlistsIt will be shipped from our warehouse between
Tuesday, June 25 and
Wednesday, June 26.
You will receive it anywhere in United States between 1 and 3 business days after shipment.
Synopsis "Topics and Techniques in Distribution Testing (in English)"
This monograph serves as an introduction and detailed overview of some important topics in distribution testing, an area of theoretical computer science which falls under the general umbrella of property testing, and sits at the intersection of computational learning, statistical learning and hypothesis testing, information theory, and the theory of machine learning. Written in a tutorial style, the author provides the reader with a thorough overview, including a historical perspective on work to date. After introducing the reader to distribution testing, the author proceeds to cover uniformity testing in-depth, and then builds on this to include techniques and "ready-to-use" theorems that establish sample complexity lower bounds. Finally the author discusses the most appropriate techniques to adopt in various settings, including: Quantization, Privacy, Noisy channels, Streaming and memory-limited devices, and Communication constraints. Throughout the tutorial the reader is guided through the basic concepts and mathematical complexities of the topics under review. The inclusion of Exercises and a separately available Solutions manual make this book ideal to be used as part of a graduate course.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
✓ Producto agregado correctamente al carro, Ir a Pagar.
