Then, the manifold regularization term is incorporated into a multi-view topic model, resulting in a unified objective function.
A unified objective function with variable design priorities represented by function weights of the two topologies is proposed and examples are illustrated.
This paper investigates semi-supervised learning of mixture models using a unified objective function taking both labeled and unlabeled data into account.
Then, a unified objective function is proposed to minimize the summation of these local loss functions over all the data points, so that an optimal predicated label value can be assigned to each data point.
Furthermore, the results of this novel approach resolved the inclusion issue of both continuous and discrete parameters of energy in a unified objective function without threatening the integrity and consistency of the building energy datasets.
No unified objective intelligibility evaluation standards have been designed to predict distortions caused by additive noise and reverberation simultaneously.
A unified objective function is used to globally align the local models from all the data points, assigning a ranking score to each data point.
In addition, an unified objective function is proposed and a customized APG method is developed to effectively solve the optimization problem.
In this way judgments for Kant are essentially propositional cognitions, in that the primary function of the faculty of judgment is just to generate these logically well-formed, semantically well-composed, truth-valued, intersubjectively shareable, rationally communicable, unified objective representational contents.
More specifically, a proposition is the logically well-formed and semantically well-composed, truth-valued, unified objective representational content of a judgment; and more generally it is "what is judged" in the act of putting forward any sort of rational claim about the world (9: 109) (14: 659–660) (24: 934).
