Related Books

Statistical Inference Via Convex Optimization
Language: en
Pages: 655
Authors: Anatoli Juditsky
Categories: Mathematics
Type: BOOK - Published: 2020-04-07 - Publisher: Princeton University Press

DOWNLOAD EBOOK

This authoritative book draws on the latest research to explore the interplay of high-dimensional statistics with optimization. Through an accessible analysis o
Statistical Inference via Convex Optimization
Language: en
Pages: 656
Authors: Anatoli Juditsky
Categories: Mathematics
Type: BOOK - Published: 2020-04-07 - Publisher: Princeton University Press

DOWNLOAD EBOOK

This authoritative book draws on the latest research to explore the interplay of high-dimensional statistics with optimization. Through an accessible analysis o
Robust Optimization
Language: en
Pages: 565
Authors: Aharon Ben-Tal
Categories: Mathematics
Type: BOOK - Published: 2009-08-10 - Publisher: Princeton University Press

DOWNLOAD EBOOK

Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real application
Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers
Language: en
Pages: 138
Authors: Stephen Boyd
Categories: Computers
Type: BOOK - Published: 2011 - Publisher: Now Publishers Inc

DOWNLOAD EBOOK

Surveys the theory and history of the alternating direction method of multipliers, and discusses its applications to a wide variety of statistical and machine l
Computer Age Statistical Inference
Language: en
Pages: 496
Authors: Bradley Efron
Categories: Mathematics
Type: BOOK - Published: 2016-07-21 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine