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...issing data points with a parametric density and then training it together with the rest of the network's parameters. The neuron's response at the first hi ...rediction deep Boltzmann machine that could perform classification on data with missingness in the inputs. ...

...sification is generally regarded as one of four major areas of statistics, with the other three major areas being [http://en.wikipedia.org/wiki/Regression_ ...computers to statistics, classification techniques were developed to work with very large data sets where there is usually too many data. A major challeng ...

...\mathbb{R}^d, \quad i=1,...,n</math>, and the associated label <math>y_i</math>. ...</math> and <math>Y_i</math> belongs to some finite set <math>\mathcal{Y}</math>. ...