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CORR
2011
Springer
127views Education» more  CORR 2011»
12 years 11 months ago
Generalized Boosting Algorithms for Convex Optimization
Boosting is a popular way to derive powerful learners from simpler hypothesis classes. Following previous work (Mason et al., 1999; Friedman, 2000) on general boosting frameworks,...
Alexander Grubb, J. Andrew Bagnell
ITC
2003
IEEE
139views Hardware» more  ITC 2003»
14 years 19 days ago
A Hybrid Coding Strategy For Optimized Test Data Compression
Store-and-generate techniques encode a given test set and regenerate the original test set during the test with the help of a decoder. Previous research has shown that runlength c...
Armin Würtenberger, Christofer S. Tautermann,...
BIOCOMP
2006
13 years 8 months ago
The Multi-Node Topological Overlap Measure For Gene Neighborhood Analysis
Defining the neighborhood of an initial set of nodes is an important task in network analysis. For example, we show that the neighborhood of an initial set of brain cancer related ...
Ai Li, Steve Horvath
JSYML
1998
61views more  JSYML 1998»
13 years 7 months ago
Superdestructibility: A Dual to Laver's Indestructibility
Abstract. After small forcing, any <κ-closed forcing will destroy the supercompactness and even the strong compactness of κ. In a delightful argument, Laver [L78] proved that ...
Joel David Hamkins, Saharon Shelah
SDM
2007
SIAM
86views Data Mining» more  SDM 2007»
13 years 8 months ago
Identifying Bundles of Product Options using Mutual Information Clustering
Mass-produced goods tend to be highly standardized in order to maximize manufacturing efficiencies. Some high-value goods with limited production quantities remain much less stand...
Claudia Perlich, Saharon Rosset