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» Data Reduction Using Multiple Models Integration
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3DIC
2009
IEEE
263views Hardware» more  3DIC 2009»
15 years 6 months ago
3D optical networks-on-chip (NoC) for multiprocessor systems-on-chip (MPSoC)
Abstract— Networks-on-chip (NoC) is emerging as a key onchip communication architecture for multiprocessor systemson-chip (MPSoC). In traditional electronic NoCs, high bandwidth ...
Yaoyao Ye, Lian Duan, Jiang Xu, Jin Ouyang, Mo Kwa...
155
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CVPR
2009
IEEE
16 years 10 months ago
Shared Kernel Information Embedding for Discriminative Inference
Latent Variable Models (LVM), like the Shared-GPLVM and the Spectral Latent Variable Model, help mitigate over- fitting when learning discriminative methods from small or modera...
David J. Fleet, Leonid Sigal, Roland Memisevic
ECCV
2008
Springer
16 years 5 months ago
Structuring Visual Words in 3D for Arbitrary-View Object Localization
Abstract. We propose a novel and efficient method for generic arbitraryview object class detection and localization. In contrast to existing singleview and multi-view methods using...
Jianxiong Xiao, Jingni Chen, Dit-Yan Yeung, Long Q...
WSDM
2010
ACM
242views Data Mining» more  WSDM 2010»
16 years 20 days ago
Improving Ad Relevance in Sponsored Search
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
Dustin Hillard, Stefan Schroedl, Eren Manavoglu, H...
SDM
2010
SIAM
200views Data Mining» more  SDM 2010»
15 years 4 months ago
Residual Bayesian Co-clustering for Matrix Approximation
In recent years, matrix approximation for missing value prediction has emerged as an important problem in a variety of domains such as recommendation systems, e-commerce and onlin...
Hanhuai Shan, Arindam Banerjee