Applying state of the art deeplearning models to novel real world datasets gives a practical evaluation of the generalizability of these models. Of importance in this process is how sensitive the hyper parameters of such models are to novel datasets as this would affect the reproducibility of a model. We present work to characterize the hyper parameter space of an LSTM for language modeling on ...

In his elegant discussion, Sripada distinguishes three possible innate bases for aspects of morality: (1) certain specific principles might be innate, (2) a less simple “principles and parameters” model might apply, and (3) innate biases might have have some influence over what morality a person acquires without determining the content of that morality.1 He argues against (1) and (2) and in fav...

The use of auctions for distributing resources in competing environments has produced a large variety of auctions types and algorithms to treat them. However, auctions have some problems when faced with some real-world applications containing renewable and perishable resources. In this paper we present a mechanism to deal with such issues by dynamically configuring some of the auction parameter...

When modeling student learning, tutors that use the Knowledge Tracing framework often assume that all students have the same set of model parameters. We find that when fitting parameters to individual students, there is significant variation among the individual’s parameters. We examine if this variation is important in terms of instructional decisions by computing the difference in the expecte...

Bioethics principles and practice can be influenced by different cultural background. This is because the four globally accepted bioethics principles are often based on basic ethical codes such as autonomy, beneficence, nonmaleficence and justice. Beneficence/nonmaleficence requires us to maximize possible benefits, while minimizing possible harms and consequently secure the well-being of other...

Unprecedented attention is focused on global health, with a four-fold increase in development assistance in the last 15 years and the scope of global health expanding beyond infectious disease to include chronic disease and health systems strengthening. As the global impact of health is more widely understood, it has become a crucial element of international relations, economic development, and...

The design of the control laws governing the behavior of individual agents is crucial for the successful development of cooperative agent teams. These control laws utilize a combination of local and/or global knowledge to achieve the resulting group behavior. A key diiculty in this development is determining the appropriate balance between the use of global information and the use of local info...

in recent decades, extensive studies in order to achieve sustainable patterns of cities and settlements have done in the global arena. that two of the most important theory is urban village in the 80’s and timeless patterns of christopher alexander in the late 70s. jane jacobs and christopher alexander’s ideas, in many aspects provide the context for the idea of an urban village. urban village ...