How Long to Read Spectral Algorithms

How Long Does it Take to Read Spectral Algorithms?

It takes the average reader 2 hours and 34 minutes to read Spectral Algorithms by Ravindran Kannan

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

Description

Spectral methods refer to the use of eigenvalues, eigenvectors, singular values and singular vectors. They are widely used in Engineering, Applied Mathematics and Statistics. More recently, spectral methods have found numerous applications in Computer Science to "discrete" as well as "continuous" problems. Spectral Algorithms describes modern applications of spectral methods, and novel algorithms for estimating spectral parameters. The first part of the book presents applications of spectral methods to problems from a variety of topics including combinatorial optimization, learning and clustering. The second part of the book is motivated by efficiency considerations. A feature of many modern applications is the massive amount of input data. While sophisticated algorithms for matrix computations have been developed over a century, a more recent development is algorithms based on "sampling on the fly" from massive matrices. Good estimates of singular values and low rank approximations of the whole matrix can be provably derived from a sample. The main emphasis in the second part of the book is to present these sampling methods with rigorous error bounds. It also presents recent extensions of spectral methods from matrices to tensors and their applications to some combinatorial optimization problems.

How long is Spectral Algorithms?

Spectral Algorithms by Ravindran Kannan is 153 pages long, and a total of 38,709 words.

This makes it 52% the length of the average book. It also has 47% more words than the average book.

How Long Does it Take to Read Spectral Algorithms Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 31 minutes to read Spectral Algorithms aloud.

What Reading Level is Spectral Algorithms?

Spectral Algorithms 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 Spectral Algorithms?

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