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IPPS
2009
IEEE
15 years 10 months ago
Toward adjoinable MPI
4 Automatic differentiation is the primary means of obtaining analytic5 derivatives from a numerical model given as a computer program. There-6 fore, it is an essential productivi...
Jean Utke, Laurent Hascoët, Patrick Heimbach,...
SEMCO
2007
IEEE
15 years 10 months ago
Modeling Discriminative Global Inference
Many recent advances in complex domains such as Natural Language Processing (NLP) have taken a discriminative approach in conjunction with the global application of structural and...
Nicholas Rizzolo, Dan Roth
KDD
2006
ACM
201views Data Mining» more  KDD 2006»
16 years 4 months ago
Clustering based large margin classification: a scalable approach using SOCP formulation
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
IJCV
2006
116views more  IJCV 2006»
15 years 4 months ago
Contextual Inference in Contour-Based Stereo Correspondence
Standard approaches to stereo correspondence have difficulty when scene structure does not lie in or near the frontal parallel plane, in part because an orientation disparity as we...
Gang Li, Steven W. Zucker
ICECCS
2009
IEEE
106views Hardware» more  ICECCS 2009»
15 years 10 months ago
Visual Comparison of Graphical Models
Collaborative development, incremental design and revision management require the ability to compare different versions of software artifacts. There are well-established approache...
Arne Schipper, Hauke Fuhrmann, Reinhard von Hanxle...