1383 search results - page 66 / 277 » The Convergence of Iterated Classification |
ICIP
2005
IEEE
16 years 2 months ago
2005
IEEE
This paper proposes an original inhomogeneous restoration (deconvolution) model under the Bayesian framework. In this model, regularization is achieved, during the iterative resto...
117
Voted
JMLR
2011
14 years 7 months ago
2011
We develop, analyze, and test a training algorithm for support vector machine classifiers without offset. Key features of this algorithm are a new, statistically motivated stoppi...
84
Voted
CDC
2008
IEEE
15 years 7 months ago
2008
IEEE
—We consider distributed iterative algorithms for the averaging problem over time-varying topologies. Our focus is on the convergence time of such algorithms when complete (unqua...
104
Voted
INFOCOM
2008
IEEE
15 years 7 months ago
2008
IEEE
Average consensus and gossip algorithms have recently received significant attention, mainly because they constitute simple and robust algorithms for distributed information proc...
107
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We propose abc-boost (adaptive base class boost) for multi-class classification and present abc-mart, an implementation of abcboost, based on the multinomial logit model. The key ...