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Optimization for Data Analysis by [Stephen J. Wright, Benjamin Recht]

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Optimization for Data Analysis Kindle Edition

3.6 out of 5 stars 5 ratings

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Book Description

A concise text that presents and analyzes the fundamental techniques and methods in optimization that are useful in data science. --This text refers to the hardcover edition.

About the Author

Stephen J. Wright holds the George B. Dantzig Professorship, the Sheldon Lubar Chair, and the Amar and Balinder Sohi Professorship of Computer Sciences at the University of Wisconsin-Madison and a Discovery Fellow in the Wisconsin Institute for Discovery. He works in computational optimization and its applications to data science and many other areas of science and engineering. He is a Fellow of SIAM, and recipient of the 2014 W. R. G. Baker Award from IEEE for most outstanding paper, the 2020 Khachiyan Prize by the INFORMS Optimization Society for lifetime achievements in optimization, and the 2020 NeurIPS Test of Time Award. Professor Wright is the author and co-author of widely used textbooks and reference books in optimization including Primal Dual Interior-Point Methods (1987) and Numerical Optimization (2006).

Benjamin Recht is an Associate Professor in the Department of Electrical Engineering and Computer Sciences at the University of California, Berkeley. His research group studies how to make machine learning systems more robust to interactions with a dynamic and uncertain world by using mathematical tools from optimization, statistics, and dynamical systems. Professor Recht is the recipient of a Presidential Early Career Award for Scientists and Engineers, an Alfred P. Sloan Research Fellowship, the 2012 SIAM/MOS Lagrange Prize in Continuous Optimization, the 2014 Jamon Prize, the 2015 William O. Baker Award for Initiatives in Research, and the 2017 and 2020 NeurIPS Test of Time Awards.
--This text refers to the hardcover edition.

Product details

  • ASIN ‏ : ‎ B09NRP3WB1
  • Publisher ‏ : ‎ Cambridge University Press (April 21 2022)
  • Language ‏ : ‎ English
  • File size ‏ : ‎ 8185 KB
  • Simultaneous device usage ‏ : ‎ Up to 4 simultaneous devices, per publisher limits
  • Text-to-Speech ‏ : ‎ Enabled
  • Screen Reader ‏ : ‎ Supported
  • Enhanced typesetting ‏ : ‎ Enabled
  • X-Ray ‏ : ‎ Not Enabled
  • Word Wise ‏ : ‎ Not Enabled
  • Sticky notes ‏ : ‎ On Kindle Scribe
  • Print length ‏ : ‎ 237 pages
  • Page numbers source ISBN ‏ : ‎ 1316518981
  • Customer Reviews:
    3.6 out of 5 stars 5 ratings

About the author

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Steve Wright is a Professor of Computer Sciences at the University of Wisconsin-Madison. He does research in computational optimization and its applications to many other areas of science and engineering. He has also been active in professional roles, most notably as a recent chair of the Mathematical Optimization Society, the leading professional society in optimization. During his career, he has been excited to witness the increasing vitality of optimization and its growing visibility across the whole scientific enterprise. He looks forward to many more years of enjoyable collaborations with excellent colleagues.

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3.0 out of 5 stars Book is good. The Kindle version is not.
Reviewed in the United States 🇺🇸 on January 26, 2023
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