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ICCV
2009
IEEE
15 years 1 months ago
Constrained Clustering by Spectral Kernel Learning
Clustering performance can often be greatly improved by leveraging side information. In this paper, we consider constrained clustering with pairwise constraints, which specify s...
Zhenguo Li, Jianzhuang Liu
ICML
2008
IEEE
14 years 9 months ago
Learning to classify with missing and corrupted features
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
Ofer Dekel, Ohad Shamir
ICCAD
1994
IEEE
92views Hardware» more  ICCAD 1994»
14 years 1 months ago
Synthesis of manufacturable analog circuits
? We describe a synthesis system that takes operating range constraints and inter- and intra- circuit parametric manufacturing variations into account while designing a sized and b...
Tamal Mukherjee, L. Richard Carley, Rob A. Rutenba...
EUROGP
2006
Springer
138views Optimization» more  EUROGP 2006»
14 years 16 days ago
Evolving Crossover Operators for Function Optimization
Abstract. A new model for evolving crossover operators for evolutionary function optimization is proposed in this paper. The model is a hybrid technique that combines a Genetic Pro...
Laura Diosan, Mihai Oltean
EMNLP
2009
13 years 6 months ago
Graph Alignment for Semi-Supervised Semantic Role Labeling
Unknown lexical items present a major obstacle to the development of broadcoverage semantic role labeling systems. We address this problem with a semisupervised learning approach ...
Hagen Fürstenau, Mirella Lapata