2746 search results - page 58 / 550 » Bisubmodular Function Minimization |
140
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JMLR
2010
14 years 10 months ago
2010
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
133
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SAC
2010
ACM
15 years 10 months ago
2010
ACM
During the last decade, software transactional memory (STM) gained wide popularity in many areas of parallel computing. In this paper, we introduce LISP-derived language equipped ...
111
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ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
We address a new learning problem where the goal is to build a predictive model that minimizes prediction time (the time taken to make a prediction) subject to a constraint on mod...
163
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TNN
2010
14 years 10 months ago
2010
Finite mixture model is a powerful tool in many statistical learning problems. In this paper, we propose a general, structure-preserving approach to reduce its model complexity, w...
138
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CIMAGING
2010
15 years 3 months ago
2010
We present the implementation and evaluation of a penalized alternating minimization (AM) method1 for the computation of a specimen's complex transmittance function (magnitud...