A machine_independent abstract program representation is presented that is twice as compact as machine code for a CISC processor. It forms the basis of an implementation, in which ...
Motivated by the need of application-level access control in dynamically extensible systems, this work proposes a static annotation system for modeling capabilies in a Java-like pr...
We introduce and discuss the application of statistical physics concepts in the context of on-line machine learning processes. The consideration of typical properties of very large...
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...
Abstract: There is growing need to develop formal verification tools for Message Passing Interface (MPI) programs, to eliminate bugs such as deadlocks and local assertion violatio...
Sarvani S. Vakkalanka, Anh Vo, Ganesh Gopalakrishn...