Arjun Srivastava's Library

The Algorithm Design Manual
Steven S Skiena
This newly expanded and updated second edition of the best-selling classic continues to take the "mystery" out of designing algorithms, and analyzing their efficacy and efficiency. Expanding on the first edition, the book now serves as the primary t...

The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Trevor Hastie and Robert Tibshirani and Jerome Friedman
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data ...