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» Efficient Algorithms for the 2-Center Problems
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NIPS
2000
15 years 8 months ago
The Use of Classifiers in Sequential Inference
We study the problem of combining the outcomes of several different classifiers in a way that provides a coherent inference that satisfies some constraints. In particular, we deve...
Vasin Punyakanok, Dan Roth
CORR
2008
Springer
94views Education» more  CORR 2008»
15 years 6 months ago
Minimum Dissatisfaction Personnel Scheduling
: In this paper we consider two problems regarding the scheduling of available personnel in order to perform a given quantity of work, which can be arbitrarily decomposed into a se...
Mugurel Ionut Andreica, Romulus Andreica, Angela A...
CSDA
2006
94views more  CSDA 2006»
15 years 6 months ago
Simulation-based approach to estimation of latent variable models
We propose a simulation-based method for calculating maximum likelihood estimators in latent variable models. The proposed method integrates a recently developed sampling strategy...
Zhiguang Qian, Alexander Shapiro
CVPR
2008
IEEE
16 years 8 months ago
Auto-context and its application to high-level vision tasks
The notion of using context information for solving highlevel vision problems has been increasingly realized in the field. However, how to learn an effective and efficient context...
Zhuowen Tu
KDD
2008
ACM
178views Data Mining» more  KDD 2008»
16 years 7 months ago
Training structural svms with kernels using sampled cuts
Discriminative training for structured outputs has found increasing applications in areas such as natural language processing, bioinformatics, information retrieval, and computer ...
Chun-Nam John Yu, Thorsten Joachims