@conference {
	title = {Maximum Partial Likelihood Estimation with Perceptrons},
	author = {Sonmez, Kemal M., Baras, John S.},
	year = {1993},
	month = {03/1993},
	abstract = {We show the equivalence of two techniques of time series modeling/prediction; (ii) perceptron learning of probability distribution of the truth value of a proposition from first order stochastic density approximations, (ii) Maximum Partial Likelihood (MPL) estimation of the parameters of a logistic regressive model for binary time series. This result provides large training set characteristics for the approximate Kullback-Leibler relative entropy learning scheme.},
	address = {Baltimore, Maryland},
	booktitle = { The 1993 Conference on Information Sciences and Systems},
	pages = {pp. 812-817},
	organization = {Johns Hopkins University}
}
