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» On the efficiency of adaptive MCMC algorithms
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JMLR
2002
102views more  JMLR 2002»
14 years 9 months ago
Efficient Algorithms for Decision Tree Cross-validation
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
Hendrik Blockeel, Jan Struyf
APNOMS
2006
Springer
15 years 1 months ago
An Adaptive Online Network Management Algorithm for QoS Sensitive Multimedia Services
The explosive growth of new multimedia services over the Internet necessitates efficient network management. Improved network management systems are expected to simultaneously prov...
Sungwook Kim, Sungchun Kim
UAI
2000
14 years 10 months ago
Being Bayesian about Network Structure
In many domains, we are interested in analyzing the structure of the underlying distribution, e.g., whether one variable is a direct parent of the other. Bayesian model selection a...
Nir Friedman, Daphne Koller
ICCS
2005
Springer
15 years 2 months ago
PATM: Priority-Based Adaptive Topology Management for Efficient Routing in Ad Hoc Networks
Abstract. We propose a distributed and adaptive topology management algorithm, called PATM (Priority-based Adaptive Topology Management), that constructs and maintains a connected ...
Haixia Tan, Weilin Zeng, Lichun Bao
ECCV
2010
Springer
14 years 9 months ago
Multiple Target Tracking in World Coordinate with Single, Minimally Calibrated Camera
Tracking multiple objects is important in many application domains. We propose a novel algorithm for multi-object tracking that is capable of working under very challenging conditi...
Wongun Choi, Silvio Savarese