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» Approximability of Probability Distributions
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TIT
2002
164views more  TIT 2002»
15 years 4 months ago
On the generalization of soft margin algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
John Shawe-Taylor, Nello Cristianini
TJS
2002
118views more  TJS 2002»
15 years 4 months ago
On the Design, Development, Deployment, and Network Survivability Analysis of the Dynamic Routing System Protocol
: With the ever-increasing demands on server applications, reliability is of paramount importance. Often these services are implemented using a distributed server cluster architect...
Abdur Chowdhury, Ophir Frieder, Peng-Jun Wan
AROBOTS
2007
153views more  AROBOTS 2007»
15 years 4 months ago
An integrated particle filter and potential field method applied to cooperative multi-robot target tracking
We describe a novel method whereby a particle filter is used to create a potential field for robot control without prior clustering. We show an application of this technique to ...
Roozbeh Mottaghi, Richard T. Vaughan
IEICET
2007
90views more  IEICET 2007»
15 years 4 months ago
Multi-Point Simulated Annealing with Adaptive Neighborhood
—When SA is applied to continuous optimization problems, the design of the neighborhood used in SA becomes important. A lot of experiments are necessary to determine an appropria...
Keiko Ando, Mitsunori Miki, Tomoyuki Hiroyasu
MVA
2007
179views Computer Vision» more  MVA 2007»
15 years 3 months ago
Multi-object trajectory tracking
The majority of existing tracking algorithms are based on the maximum a posteriori (MAP) solution of a probabilistic framework using a Hidden Markov Model, where the distribution ...
Mei Han, Wei Xu, Hai Tao, Yihong Gong