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» A Practical Approach to Model Extension
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SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 6 months ago
Active Learning with Model Selection in Linear Regression
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
MSWIM
2003
ACM
15 years 10 months ago
Modeling multicast packet losses in wireless LANs
— The characteristics of wireless packet loss have been studied extensively. Most efforts focus on the temporal loss characteristics at individual stations. For multicast protoco...
Chiping Tang, Philip K. McKinley
IROS
2006
IEEE
146views Robotics» more  IROS 2006»
15 years 10 months ago
Adaptive Causal Models for Fault Diagnosis and Recovery in Multi-Robot Teams
— This paper presents an adaptive causal model method (adaptive CMM) for fault diagnosis and recovery in complex multi-robot teams. We claim that a causal model approach is effec...
Lynne E. Parker, Balajee Kannan
UML
2005
Springer
15 years 10 months ago
Modeling Aspect-Oriented Compositions
Crosscutting concerns are pervasive in embedded software, because of the various constraints imposed by the environment and the stringent QOS requirements on the system. This pape...
Thomas Cottenier, Aswin van den Berg, Tzilla Elrad
CVPR
2007
IEEE
16 years 6 months ago
Generic Face Alignment using Boosted Appearance Model
This paper proposes a discriminative framework for efficiently aligning images. Although conventional Active Appearance Models (AAM)-based approaches have achieved some success, t...
Xiaoming Liu 0002