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UAI
2004
15 years 7 months ago
PAC-learning Bounded Tree-width Graphical Models
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
Mukund Narasimhan, Jeff A. Bilmes
EJWCN
2010
122views more  EJWCN 2010»
15 years 1 months ago
Using Model Checking for Analyzing Distributed Power Control Problems
Model checking (MC) is a formal verification technique which has known and still knows a resounding success in the computer science community. Realizing that the distributed power...
Thomas Brihaye, Marc Jungers, Samson Lasaulce, Nic...
IPPS
2005
IEEE
16 years 3 days ago
Production Scheduling by Reachability Analysis - A Case Study
— Schedule synthesis based on reachability analysis of timed automata has received attention in the last few years. The main strength of this approach is that the expressiveness ...
Gerd Behrmann, Ed Brinksma, Martijn Hendriks, Ange...
ICDE
2008
IEEE
301views Database» more  ICDE 2008»
16 years 7 months ago
A Hybrid Prediction Model for Moving Objects
Existing prediction methods in moving objects databases cannot forecast locations accurately if the query time is far away from the current time. Even for near future prediction, m...
Hoyoung Jeung, Qing Liu, Heng Tao Shen, Xiaofang Z...
SC
2005
ACM
16 years 2 days ago
The MHETA Execution Model for Heterogeneous Clusters
The availability of inexpensive “off the shelf” machines increases the likelihood that parallel programs run on heterogeneous clusters of machines. These programs are increasi...
Mario Nakazawa, David K. Lowenthal, Wenduo Zhou