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» On distributed optimization using generalized gossip
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96
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BMVC
2002
15 years 3 months ago
g-HDAF Multiresolution Deformable Models for Shape Modeling and Reconstruction
In this paper, we construct a new class of deformable models using new biorthogonal wavelets, named Generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The...
Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin S...
NIPS
2007
15 years 2 months ago
Linear programming analysis of loopy belief propagation for weighted matching
Loopy belief propagation has been employed in a wide variety of applications with great empirical success, but it comes with few theoretical guarantees. In this paper we investiga...
Sujay Sanghavi, Dmitry M. Malioutov, Alan S. Wills...
93
Voted
CORR
2011
Springer
213views Education» more  CORR 2011»
14 years 7 months ago
Adapting to Non-stationarity with Growing Expert Ensembles
Forecasting sequences by expert ensembles generally assumes stationary or near-stationary processes; however, in complex systems and many real-world applications, we are frequentl...
Cosma Rohilla Shalizi, Abigail Z. Jacobs, Aaron Cl...
103
Voted
ASPDAC
2000
ACM
92views Hardware» more  ASPDAC 2000»
15 years 5 months ago
Co-synthesis with custom ASICs
- This paper introduces the first hardwarekoftware co-synthesis algorithm that optimizes the implementations of ASICs that are used as processing elements for the embedded systems....
Yuan Xie, Wayne Wolf
126
Voted
KDD
2006
ACM
149views Data Mining» more  KDD 2006»
16 years 1 months ago
Regularized discriminant analysis for high dimensional, low sample size data
Linear and Quadratic Discriminant Analysis have been used widely in many areas of data mining, machine learning, and bioinformatics. Friedman proposed a compromise between Linear ...
Jieping Ye, Tie Wang