Regularization, Optimization, Kernels, and Support Vector Machines -
-30% koodiga BOOKS
Saadetis 15-21 tööpäeva jooksul
30-päevane tagastamisõigus
Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing a single multidisciplinary source for the latest research and advances in regularization, sparsity, compressed sensing, convex and large-scale optimization, kernel methods, and support vector machines. Consisting of 21 chapters authored by leading re ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
If Anyone Builds It, Everyone Dies: The Case Against Superintelligent AI
Eliezer Yudkowsky, Nate Soares
-30% koodiga BOOKS
Meie tarnija laos
TOP
We Are Not Machines: The Fight for the Future of Work
-30% koodiga BOOKS
Meie tarnija laos
TOP
Open Circuits: The Inner Beauty of Electronic Components
Eric Schlaepfer, Windell Oskay
-30% koodiga BOOKS
Meie tarnija laos
TOP
Get started with MicroPython on Raspberry Pi Pico: The Official Raspberry Pi Pico Guide
-30% koodiga BOOKS
Meie tarnija laos
TOP
Nucleo Boards Programming with the STM32CubeIDE: Hands-on in more than 50 projects
-30% koodiga BOOKS
Meie tarnija laos
TOP
Fundamentals of Aerodynamics ISE
Christopher Cadou, John D. Anderson
-30% koodiga BOOKS
Meie tarnija laos
TOP
Black Holes: The Key to Understanding the Universe
-30% koodiga BOOKS
Meie tarnija laos
TOP
KiCad Like A Pro - Fundamentals and Projects: Getting started with the world's best open-source PCB tool
-30% koodiga BOOKS
Meie tarnija laos
TOP
Make: Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast
-30% koodiga BOOKS
Meie tarnija laos
TOP
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Steven L. Brunton, J. Nathan Kutz
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Idea Factory: Bell Labs and the Great Age of American Innovation
-30% koodiga BOOKS
Meie tarnija laos
TOP
Flowers For Algernon: A Modern Literary Classic
-30% koodiga BOOKS
Meie tarnija laos
TOP
Foundations of Flavor: The Noma Guide to Fermentation: Including Step-By-Step Information on Making and Cooking with: Koji, Kombuchas, Shoyus, Misos, Vinegars, Garums, Lacto-Ferments and black Fruits Vegetables
-30% koodiga BOOKS
Meie tarnija laos
TOP
Professional SMD Assembly: Practical Low-Cost Methods for Reliable PCB Production
-30% koodiga BOOKS
Meie tarnija laos
TOP
Blood in the Machine: The Origins of the Rebellion Against Big Tech
-30% koodiga BOOKS
Meie tarnija laos
TOP
Mastering the Arduino Uno R4: Programming and Projects for the Minima and WiFi
-30% koodiga BOOKS
Meie tarnija laos
Kirjeldus
Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing a single multidisciplinary source for the latest research and advances in regularization, sparsity, compressed sensing, convex and large-scale optimization, kernel methods, and support vector machines. Consisting of 21 chapters authored by leading researchers in machine learning, this comprehensive reference:
- Covers the relationship between support vector machines (SVMs) and the Lasso
- Discusses multi-layer SVMs
- Explores nonparametric feature selection, basis pursuit methods, and robust compressive sensing
- Describes graph-based regularization methods for single- and multi-task learning
- Considers regularized methods for dictionary learning and portfolio selection
- Addresses non-negative matrix factorization
- Examines low-rank matrix and tensor-based models
- Presents advanced kernel methods for batch and online machine learning, system identification, domain adaptation, and image processing
- Tackles large-scale algorithms including conditional gradient methods, (non-convex) proximal techniques, and stochastic gradient descent
Regularization, Optimization, Kernels, and Support Vector Machines is ideal for researchers in machine learning, pattern recognition, data mining, signal processing, statistical learning, and related areas.
Lisateave
| Kirjastaja | CRC Press |
|---|---|
| Väljalaskeaasta | 2020 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9780367658984 |