In this paper we present an IRTL (Information Resource Transaction Layer) middleware architecture that addresses some of the important technical challenges associated with heterog...
Junseok Hwang, Praveen Aravamudham, Elizabeth D. L...
Machine learning has become a valuable tool for detecting and preventing malicious activity. However, as more applications employ machine learning techniques in adversarial decisi...
Marco Barreno, Peter L. Bartlett, Fuching Jack Chi...
Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its s...
Antoine Bordes, Xavier Glorot, Jason Weston, Yoshu...
Agents in open and dynamic environments face the challenge of uncertainty while interacting with others to achieve their goals. They face quick and unforeseen changes to the behavi...
Some mathematical objects can have more than one notation. When a system compiles mathematical material from multiple sources, a management effort to maintain uniform and appropri...
Shahid Manzoor, Paul Libbrecht, Carsten Ullrich, E...