Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...
A common static software bug detection technique is to use path simulation. Each execution path is simulated using symbolic variables to determine if any software errors could occ...
Circumscription is one of the most important formalisms for reasoning with incomplete information. It is equivalent to reasoning under the extended closed world assumption, which a...
Functional neuroimaging technologies have transformed cognitive neuroscience by enhancing our understanding of the functional subclassification of brain regions. Whilst a number of...
Daniel Richard Leff, Peck Hui Koh, Rajesh Aggarwal...
We present an approach to hierarchically encode the topology of functions over triangulated surfaces. We describe the topology of a function by its Morse-Smale complex, a well kno...