How Long to Read Graph-Based Semi-Supervised Learning

How Long Does it Take to Read Graph-Based Semi-Supervised Learning?

It takes the average reader 1 hour and 51 minutes to read Graph-Based Semi-Supervised Learning by Amarnag Lipovetzky

Assuming a reading speed of 250 words per minute. Learn more

Description

While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, several semi-supervised learning (SSL) algorithms, which learn from labeled as well as unlabeled data, have been developed. In a separate line of work, researchers have started to realize that graphs provide a natural way to represent data in a variety of domains. Graph-based SSL algorithms, which bring together these two lines of work, have been shown to outperform the state-of-the-art in many applications in speech processing, computer vision, natural language processing, and other areas of Artificial Intelligence. Recognizing this promising and emerging area of research, this synthesis lecture focuses on graph-based SSL algorithms (e.g., label propagation methods). Our hope is that after reading this book, the reader will walk away with the following: (1) an in-depth knowledge of the current state-of-the-art in graph-based SSL algorithms, and the ability to implement them; (2) the ability to decide on the suitability of graph-based SSL methods for a problem; and (3) familiarity with different applications where graph-based SSL methods have been successfully applied. Table of Contents: Introduction / Graph Construction / Learning and Inference / Scalability / Applications / Future Work / Bibliography / Authors' Biographies / Index

How long is Graph-Based Semi-Supervised Learning?

Graph-Based Semi-Supervised Learning by Amarnag Lipovetzky is 111 pages long, and a total of 27,861 words.

This makes it 37% the length of the average book. It also has 34% more words than the average book.

How Long Does it Take to Read Graph-Based Semi-Supervised Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 32 minutes to read Graph-Based Semi-Supervised Learning aloud.

What Reading Level is Graph-Based Semi-Supervised Learning?

Graph-Based Semi-Supervised Learning is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Graph-Based Semi-Supervised Learning?

Graph-Based Semi-Supervised Learning by Amarnag Lipovetzky is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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