Data Science and Optimization - Masashi Sugiyama,Sanjeena Dang,Swati Gupta,Paul D. McNicholas,Antoine Deza
-25% koodilla BOOKS
Toimitus 17-23 arkipäivässä
30 päivän palautusoikeus
Data science and optimization are increasingly intertwined as both focus on developing computational and methodological approaches to tackling large and otherwise complex datasets. Optimization is primarily concerned with accuracy, computational efficiency, and robustness while data science emphasizes achieving effective results on real datasets. Although some data science approaches involve the implicit op ... Täydellinen kuvaus
Saatat myös pitää
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Six Easy Pieces: Essentials of Physics Explained by Its Most Brilliant Teacher
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Behave: The Biology of Humans at Our Best and Worst
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Secrets of our DNA: How Genetics has Changed the World
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-25% koodilla BOOKS
Varastossa
TOP
Astrophysics for People in a Hurry: Essays on the Universe and Our Place Within It
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Determined: The Science of Life Without Free Will
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Beyond Inheritance: Our Ever-Mutating Cells and a New Understanding of Health
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
How to Solve it: A New Aspect of Mathematical Method
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Thing Explainer: Complicated Stuff in Simple Words
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Introduction to Quantum Mechanics
Darrell F. Schroeter, David J. Griffiths
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Factfulness: Ten Reasons We're Wrong About the World--and Why Things Are Better Than You Think
Ola Rosling, Anna Rosling Rönnlund, Hans Rosling
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Universe: The Definitive Visual Guide
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
How Far the Light Reaches: A Life in Ten Sea Creatures
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Light Eaters: How the Unseen World of Plant Intelligence Offers a New Understanding of Life on Earth
-25% koodilla BOOKS
Toimittajalla varastossa
Kuvaus
Data science and optimization are increasingly intertwined as both focus on developing computational and methodological approaches to tackling large and otherwise complex datasets. Optimization is primarily concerned with accuracy, computational efficiency, and robustness while data science emphasizes achieving effective results on real datasets. Although some data science approaches involve the implicit optimization of objective functions, there remains a dearth of work that brings advanced optimization techniques to bear on data science problems. The goal of the Fields Focus Program on Data Science and Optimization held in November 2019 at the Fields Institute in Toronto, was to bring together researchers in data science and optimization, both theoretical and applied, in an effort to bridge the fields and stimulate cross-disciplinary interaction and collaboration.
In the spirit of the program, this volume compiles recent development and connections in the fields of data science and optimization, and the ways in which they overlap. It features novel results and state-of-the-art surveys as well as open problems.
Lisätietoja
| Kirjoittaja | Masashi Sugiyama, Sanjeena Dang, Swati Gupta, Paul D. McNicholas, Antoine Deza |
|---|---|
| Julkaisija | Springer-Verlag GmbH |
| Julkaisuvuosi | 2026 |
| Kannen tyyppi | Kovakantinen |
| EAN | 9783032038432 |