Often the best model to solve a real-world problem is relatively complex. This paper presents oracle learning, a method using a larger model as an oracle to train a smaller model on unlabeled data in order to obtain (1) a smaller acceptable model and (2) improved results over standard training methods on a similarly sized smaller model. In particular, this paper looks at oracle learning as appl...

The rise in smartphone and tablet usage, coupled with increasing data speeds, both mobile and fixed, is contributing to a geometric increase in the consumption of data services, enabling the so-called customer " Digital Lifestyle ". However, a corresponding decrease in traditional voice and text services has left communications service providers in a real bind. Even with the increase in data us...

The Public Sector Defense market is undergoing radical changes due to the ever-changing global and local political circumstances. As a result of this, political leaders are demanding changes that will affect all aspects within military organizations. In addition to that budget constraints that are imposed within the government also put a burden on the military decision makers. For more than 30 ...

SUMMARY This article summarizes “Auditing the Blockchain Oracle Problem” (Sheldon 2021), which introduces auditors to risks of having an irreversible business agreement codified on a blockchain using short software program called smart contract that relies oracle provide information from outside in order execute correctly. The begins with explanation role oracles play ecosystem and proposes wor...