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PKDD
2010
Springer
212views Data Mining» more  PKDD 2010»
13 years 8 months ago
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Versche...
CP
2004
Springer
14 years 3 months ago
Constraint-Based Combinators for Local Search
Abstract. One of the most appealing features of constraint programming is its rich constraint language for expressing combinatorial optimization problems. This paper demonstrates t...
Pascal Van Hentenryck, Laurent Michel, Liyuan Liu
CAV
2009
Springer
163views Hardware» more  CAV 2009»
14 years 10 months ago
Complete Instantiation for Quantified Formulas in Satisfiabiliby Modulo Theories
Quantifier reasoning in Satisfiability Modulo Theories (SMT) is a long-standing challenge. The practical method employed in modern SMT solvers is to instantiate quantified formulas...
Leonardo Mendonça de Moura, Yeting Ge
PLDI
1993
ACM
14 years 1 months ago
Interprocedural Constant Propagation: A Study of Jump Function Implementations
An implementation of interprocedural constant propagation must model the transmission of values through each procedure. In the framework proposed by Callahan, Cooper, Kennedy, and...
Dan Grove, Linda Torczon
COLING
2008
13 years 11 months ago
Random Restarts in Minimum Error Rate Training for Statistical Machine Translation
Och's (2003) minimum error rate training (MERT) procedure is the most commonly used method for training feature weights in statistical machine translation (SMT) models. The u...
Robert C. Moore, Chris Quirk