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ICML
2009
IEEE
16 years 5 months ago
Proximal regularization for online and batch learning
Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...
Chuong B. Do, Quoc V. Le, Chuan-Sheng Foo
126
Voted
IWPC
2009
IEEE
15 years 11 months ago
A plethora of paths
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...
Eric Larson
LPNMR
2009
Springer
15 years 11 months ago
The Complexity of Circumscriptive Inference in Post's Lattice
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...
Michael Thomas
MIAR
2006
IEEE
15 years 10 months ago
Optical Mapping of the Frontal Cortex During a Surgical Knot-Tying Task, a Feasibility Study
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...
SMI
2005
IEEE
15 years 10 months ago
Maximizing Adaptivity in Hierarchical Topological Models
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...
Peer-Timo Bremer, Valerio Pascucci, Bernd Hamann