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» Minimization of entropy functionals
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TNN
2010
234views Management» more  TNN 2010»
15 years 1 months ago
Novel maximum-margin training algorithms for supervised neural networks
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
Oswaldo Ludwig, Urbano Nunes
STOC
2012
ACM
236views Algorithms» more  STOC 2012»
13 years 9 months ago
On-the-fly multiparty computation on the cloud via multikey fully homomorphic encryption
We propose a new notion of secure multiparty computation aided by a computationally-powerful but untrusted “cloud” server. In this notion that we call on-the-fly multiparty c...
Adriana López-Alt, Eran Tromer, Vinod Vaiku...
CVPR
2009
IEEE
16 years 4 months ago
Markov Chain Monte Carlo Combined with Deterministic Methods for Markov Random Field Optimization
Many vision problems have been formulated as en- ergy minimization problems and there have been signif- icant advances in energy minimization algorithms. The most widely-used energ...
Wonsik Kim (Seoul National University), Kyoung Mu ...
ICCAD
2006
IEEE
122views Hardware» more  ICCAD 2006»
16 years 3 months ago
Fill for shallow trench isolation CMP
Shallow trench isolation (STI) is the mainstream CMOS isolation technology. It uses chemical mechanical planarization (CMP) to remove excess of deposited oxide and attain a planar...
Andrew B. Kahng, Puneet Sharma, Alexander Zelikovs...
ICCV
2005
IEEE
16 years 3 days ago
Conformal Metrics and True "Gradient Flows" for Curves
We wish to endow the manifold M of smooth curves in lRn with a Riemannian metric that allows us to treat continuous morphs (homotopies) between two curves c0 and c1 as trajectorie...
Anthony J. Yezzi, Andrea Mennucci