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DAC
2001
ACM
16 years 5 months ago
Circuit-based Boolean Reasoning
Many tasks in CAD, such as equivalence checking, property checking, logic synthesis, and false paths analysis require efficient Boolean reasoning for problems derived from circuit...
Andreas Kuehlmann, Malay K. Ganai, Viresh Paruthi
157
Voted
IPMI
1999
Springer
16 years 5 months ago
Statistical Shape Analysis Using Fixed Topology Skeletons: Corpus Callosum Study
The goal of this work is to develop an approach to shape representation and classification that will allow us to detect and quantify differences in shape of anatomical structures d...
Polina Golland, W. Eric L. Grimson, Ron Kikinis
ICML
2007
IEEE
16 years 5 months ago
Gradient boosting for kernelized output spaces
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...
ICML
2008
IEEE
16 years 5 months ago
Tailoring density estimation via reproducing kernel moment matching
Moment matching is a popular means of parametric density estimation. We extend this technique to nonparametric estimation of mixture models. Our approach works by embedding distri...
Alex J. Smola, Arthur Gretton, Bernhard Schöl...
147
Voted
CAV
2009
Springer
169views Hardware» more  CAV 2009»
16 years 5 months ago
Automatic Verification of Integer Array Programs
We provide a verification technique for a class of programs working on integer arrays of finite, but not a priori bounded length. We use the logic of integer arrays SIL [13] to spe...
Filip Konecný, Marius Bozga, Peter Habermeh...