We present a new, statistical approach to rule learning. Doing so, we address two of the problems inherent in traditional rule learning: The computational hardness of finding rule...
This paper presents the Routing Cost Valleys (RCV) algorithm – the first published algorithm that simultaneously optimizes all short- and long-path timing constraints in a Field...
Abstract In many statistical problems, maximum likelihood estimation by an EM or MM algorithm suffers from excruciatingly slow convergence. This tendency limits the application of ...
ng certain electrical noise and power constraints.Abstract: We present a new delay model for use in logic synthesis. A traditional model treats the area of a library cell as consta...
Joel Grodstein, Eric Lehman, Heather Harkness, Bil...
We propose a logical/mathematical framework for statistical parameter learning of parameterized logic programs, i.e. denite clause programs containing probabilistic facts with a ...