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» Bayesian Algorithmic Mechanism Design
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108
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TIP
2011
170views more  TIP 2011»
14 years 7 months ago
Image Denoising in Mixed Poisson-Gaussian Noise
—We propose a general methodology (PURE-LET) to design and optimize a wide class of transform-domain thresholding algorithms for denoising images corrupted by mixed Poisson–Gau...
Florian Luisier, Thierry Blu, Michael Unser
158
Voted
JMLR
2010
184views more  JMLR 2010»
14 years 7 months ago
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures
In this paper, we develop a novel online algorithm based on the Sequential Monte Carlo (SMC) samplers framework for posterior inference in Dirichlet Process Mixtures (DPM) (DelMor...
Yener Ülker, Bilge Günsel, Ali Taylan Ce...
110
Voted
JCST
2008
134views more  JCST 2008»
15 years 23 days ago
Orthogonal Methods Based Ant Colony Search for Solving Continuous Optimization Problems
Research into ant colony algorithms for solving continuous optimization problems forms one of the most significant and promising areas in swarm computation. Although traditional an...
Xiaomin Hu, Jun Zhang, Yun Li
183
Voted
VLDB
2004
ACM
104views Database» more  VLDB 2004»
16 years 1 months ago
Retrieval effectiveness of an ontology-based model for information selection
Technology in the field of digital media generates huge amounts of nontextual information, audio, video, and images, along with more familiar textual information. The potential for...
Latifur Khan, Dennis McLeod, Eduard H. Hovy
96
Voted
MDM
2005
Springer
116views Communications» more  MDM 2005»
15 years 6 months ago
Data dissemination in mobile peer-to-peer networks
In this paper we propose adaptive content-driven routing and data dissemination algorithms for intelligently routing search queries in a peer-to-peer network that supports mobile ...
Thomas Repantis, Vana Kalogeraki