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» More generality in efficient multiple kernel learning
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DAC
2009
ACM
14 years 9 months ago
Exploring serial vertical interconnects for 3D ICs
Three-dimensional integrated circuits (3D ICs) offer a promising solution to overcome the on-chip communication bottleneck and improve performance over traditional two-dimensional...
Sudeep Pasricha
ICML
2004
IEEE
14 years 9 months ago
Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model
Surrogate maximization (or minimization) (SM) algorithms are a family of algorithms that can be regarded as a generalization of expectation-maximization (EM) algorithms. There are...
Zhihua Zhang, James T. Kwok, Dit-Yan Yeung
KDD
2010
ACM
218views Data Mining» more  KDD 2010»
14 years 22 days ago
Online multiscale dynamic topic models
We propose an online topic model for sequentially analyzing the time evolution of topics in document collections. Topics naturally evolve with multiple timescales. For example, so...
Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, N...
AIPR
2003
IEEE
14 years 15 days ago
Sensor and Classifier Fusion for Outdoor Obstacle Detection: an Application of Data Fusion To Autonomous Off-Road Navigation
This paper describes an approach for using several levels of data fusion in the domain of autonomous off-road navigation. We are focusing on outdoor obstacle detection, and we pre...
Cristian Dima, Nicolas Vandapel, Martial Hebert
PAMI
2007
210views more  PAMI 2007»
13 years 8 months ago
Sharing Visual Features for Multiclass and Multiview Object Detection
We consider the problem of detecting a large number of different classes of objects in cluttered scenes. Traditional approaches require applying a battery of different classifier...
Antonio Torralba, Kevin P. Murphy, William T. Free...