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EMMCVPR
2011
Springer
14 years 7 months ago
Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem
Variational relaxations can be used to compute approximate minimizers of optimal partitioning and multiclass labeling problems on continuous domains. While the resulting relaxed co...
Jan Lellmann, Frank Lenzen, Christoph Schnörr
ICDCSW
2011
IEEE
14 years 7 months ago
Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior
—Computer systems often reach a point at which the relative cost to increase some tunable parameter is no longer worth the corresponding performance benefit. These “knees” t...
Ville Satopaa, Jeannie R. Albrecht, David Irwin, B...
214
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JMLR
2012
13 years 9 months ago
Generic Methods for Optimization-Based Modeling
“Energy” models for continuous domains can be applied to many problems, but often suffer from high computational expense in training, due to the need to repeatedly minimize t...
Justin Domke
ENTCS
2008
124views more  ENTCS 2008»
15 years 7 months ago
Stability for Effective Algebras
We give a general method for showing that all numberings of certain effective algebras are recursively equivalent. The method is based on computable approximation-limit pairs. The...
Jens Blanck, Viggo Stoltenberg-Hansen, John V. Tuc...
324
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ICCS
2001
Springer
15 years 11 months ago
Developing Components and Curricula for a Research-Rich Undergraduate Degree in Computational Physics
Abstract. A four-year undergraduate curriculum leading to a Bachelor’s degree in Computational Physics is described. The courses, texts, and seminars are research- and Web-rich, ...
Rubin H. Landau