Linear Models and Generalizations: Least Squares and

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Language: English

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In stochastic control, we will review some stochastic analysis, and then will cover dynamic programming, viscosity solutions, the stochastic version of Pontryagin’s maximum principle, and backward stochastic differential equations. According to John Garofolo: These statistical systems need lots of exemplary training data to reach their optimal performance -- sometimes on the order of thousands of hours of human-transcribed speech and hundreds of megabytes of text.

Pages: 572

Publisher: Springer; 3rd, extended ed. 2008 edition (December 10, 2007)

ISBN: 3540742263

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