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» Optimization by Stochastic Continuation
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CVPR
2008
IEEE
15 years 3 days ago
Shape priors in variational image segmentation: Convexity, Lipschitz continuity and globally optimal solutions
In this work, we introduce a novel implicit representation of shape which is based on assigning to each pixel a probability that this pixel is inside the shape. This probabilistic...
Daniel Cremers, Frank R. Schmidt, Frank Barthel
MIS
2004
Springer
84views Multimedia» more  MIS 2004»
14 years 3 months ago
Near Optimal Number of Replicas for Continuous Media in Ad-hoc Networks of Wireless Devices
Ashkan Aazami, Shahram Ghandeharizadeh, Tooraj Hel...
IJCNN
2000
IEEE
14 years 2 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
KDD
1997
ACM
109views Data Mining» more  KDD 1997»
14 years 2 months ago
Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning
Djamel A. Zighed, Ricco Rakotomalala, Fabien Fesch...
AAAI
2007
14 years 13 days ago
Near-Optimal Search in Continuous Domains
Samuel Ieong, Nicolas S. Lambert, Yoav Shoham, Ron...