Treebank parsing can be seen as the search for an optimally reļ¬ned grammar consistent with a coarse training treebank. We describe a method in which a minimal grammar is hierarc...
Web servers on the Internet need to maintain high reliability, but the cause of intermittent failures of web transactions is non-obvious. We use approximate Bayesian inference to ...
We examine the underlying structure of popular algorithms for variational methods used in image processing. We focus here on operator splittings and Bregman methods based on a uniļ...
Multi-class labeling is one of the core problems in image analysis. We show how this combinatorial problem can be approximately solved using tools from convex optimization. We sugg...
Language integration is an important issue in the area of software maintenance and reengineering. We describe a novel solution in this area: automatically applied and composed spl...