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UAI
2004
15 years 9 months ago
On the Choice of Regions for Generalized Belief Propagation
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
Max Welling
NIPS
2003
15 years 9 months ago
On the Dynamics of Boosting
In order to understand AdaBoost’s dynamics, especially its ability to maximize margins, we derive an associated simplified nonlinear iterated map and analyze its behavior in lo...
Cynthia Rudin, Ingrid Daubechies, Robert E. Schapi...
SGP
2003
15 years 9 months ago
CLODs: Dual Hierarchies for Multiresolution Collision Detection
We present “contact levels of detail” (CLOD), a novel concept for multiresolution collision detection. Given a polyhedral model, our algorithm automatically builds a “dual h...
Miguel A. Otaduy, Ming C. Lin
CASCON
1996
126views Education» more  CASCON 1996»
15 years 9 months ago
Inter-class testing of O-O software in the presence of polymorphism
This paper1 describes an algorithm for testing polymorphic interactions between classes in object-oriented (O-O) software. We propose an Augmented Object Relationship Diagram (AOR...
Amit M. Paradkar
ISMB
1996
15 years 9 months ago
Gene Prediction by Pattern Recognition and Homology Search
This paper presents an algorithm for combining pattern recognition-based exon prediction and database homologysearch in gene model construction. Thegoal is to use homologousgeneso...
Ying Xu, Edward C. Uberbacher