Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Information Theory and Statistical Learning

Buy
This book presents theoretical and practical results of information theoretic methods used in the context of statistical learning. Its major goal is to advocate and promote the importance and usefulness of information theoretic concepts for understanding and developing the sophisticated machine learning methods necessary not only to cope with the challenges of modern data analysis but also to gain further insights into their theoretical foundations. Here Statistical Learning is loosely defined as a synonym, for, e.g., Applied Statistics, Artificial Intelligence or Machine Learning. Over the last decades, many approaches and algorithms have been suggested in the fields mentioned above, for which information theoretic concepts constitute core ingredients. For this reason we present a selected collection of some of the finest concepts and applications thereof from the perspective of information theory as the underlying guiding principles.We consider such a perspective as very insightful and expect an even greater appreciation for this perspective over the next years.

The book is intended for interdisciplinary use, ranging from Applied Statistics, Artificial Intelligence, Applied Discrete Mathematics, Computer Science, Information Theory, Machine Learning to Physics. In addition, people working in the hybrid fields of Bioinformatics, Biostatistics, Computational Biology, Computational Linguistics, Medical Bioinformatics, Neuroinformatics orWeb Mining might profit tremendously from the presented results because these data-driven areas are in permanent need of new approaches to cope with the increasing flood of highdimensional, noisy data that possess seemingly never ending challenges for their analysis.
(HTML tags aren't allowed.)

Sams Teach Yourself Visual Basic 2010 in 24 Hours Complete Starter Kit
Sams Teach Yourself Visual Basic 2010 in 24 Hours Complete Starter Kit

In just 24 sessions of one hour or less, you’ll learn how to build complete, reliable, and modern applications with Visual Basic 2010. Using this book’s straightforward, step-by-step approach, you’ll master the entire process, from navigating VB 2010 to deploying finished solutions. You’ll learn...

Practical FPGA Programming in C (Prentice Hall Modern Semiconductor Design Series)
Practical FPGA Programming in C (Prentice Hall Modern Semiconductor Design Series)
High-performance FPGA-accelerated software applications are a growing demand in fields ranging from communications and image processing to biomedical and scientific computing. This book introduces powerful, C-based parallel-programming techniques for creating these applications, verifying them, and moving them into FPGA hardware.

The authors...

Java™ Extreme Programming Cookbook
Java™ Extreme Programming Cookbook
Brimming with over 100 "recipes" for getting down to business and actually doing XP,
the Java Extreme Programming Cookbook doesn't try to "sell" you on XP; it
succinctly documents the most important features of popular open source tools for XP
in Java-- including Ant, Junit, HttpUnit, Cactus, Tomcat, XDoclet-- and
...

MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence
MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence
Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolutional neural networks. In a blend of fundamentals and applications, MATLAB Deep Learning employs MATLAB as the underlying programming...
PCs For Dummies Quick Reference (Computer/Tech)
PCs For Dummies Quick Reference (Computer/Tech)
Fast answers to frequently asked questions

All the PC essentials at your fingertips!

If you like your answers quick and your information up-to-date, look no further. This concise, superbly organized reference walks you through setting up a PC, connecting all the parts, using programs, organizing your stuff, storing things on disk,...

An Introduction to Trading in the Financial Markets SET: An Introduction to Trading in the Financial Markets: Technology: Systems, Data, and Networks
An Introduction to Trading in the Financial Markets SET: An Introduction to Trading in the Financial Markets: Technology: Systems, Data, and Networks

This book is the third in a set of books that address the trading markets. We use the term “trading markets” because that is the most general term we can find for the portion of the financial markets sometimes imprecisely referred to as the securities markets. (We explained these distinctions in Book 1, An Introduction to Trading...

©2018 LearnIT (support@pdfchm.net) - Privacy Policy