1
/
of
1
Algebraic Geometry and Statistical Learning Theory
Algebraic Geometry and Statistical Learning Theory
Regular price
$106.00 USD
Regular price
$111.00 USD
Sale price
$106.00 USD
Unit price
/
per
Shipping calculated at checkout.
In stock
Couldn't load pickup availability
Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.
Product Information
Product Information
Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.
Share
