We consider on-line density estimation with a parameterized density from the exponential family. The on-line algorithm receives one example at a time and maintains a parameter that is essentially anâ€¦ (More)

We describe a method for predicting a clasÂ sification of an object given classifications of the objects in the training set, assuming that the pairs object/classification are generated by an i.i.d.â€¦ (More)

We consider a continuous review inventory system that faces two different cases of demand processes. In one case demand follows a compound Poisson process. In the other case demand is a combinationâ€¦ (More)