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NIPS
2003
15 years 6 months ago
Learning a Distance Metric from Relative Comparisons
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
Matthew Schultz, Thorsten Joachims
CORR
2010
Springer
66views Education» more  CORR 2010»
15 years 4 months ago
A Partial Taxonomy of Substitutability and Interchangeability
Substitutability, interchangeability and related concepts in Constraint Programming were introduced approximately twenty years ago and have given rise to considerable subsequent re...
Shant Karakashian, Robert J. Woodward, Berthe Y. C...
ACL
2010
15 years 2 months ago
Global Learning of Focused Entailment Graphs
We propose a global algorithm for learning entailment relations between predicates. We define a graph structure over predicates that represents entailment relations as directed ed...
Jonathan Berant, Ido Dagan, Jacob Goldberger
CAV
2011
Springer
207views Hardware» more  CAV 2011»
14 years 8 months ago
Interactive Synthesis of Code Snippets
Abstract. We describe a tool that applies theorem proving technology to synthesize code fragments that use given library functions. To determine candidate code fragments, our appro...
Tihomir Gvero, Viktor Kuncak, Ruzica Piskac
INFORMS
1998
100views more  INFORMS 1998»
15 years 4 months ago
Feature Selection via Mathematical Programming
The problem of discriminating between two nite point sets in n-dimensional feature space by a separating plane that utilizes as few of the features as possible, is formulated as a...
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Stre...