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IEAAIE
1998
Springer
15 years 10 months ago
Generating Heuristics to Control Configuration Processes
Abstract. Configuration is the process of composing a system from a set of components such that the system fulfills a set of desired demands. The configuration process relies on a ...
Benno Stein
UAI
2004
15 years 8 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
ICS
2010
Tsinghua U.
16 years 4 months ago
Space-Efficient Estimation of Robust Statistics and Distribution Testing
: The generic problem of estimation and inference given a sequence of i.i.d. samples has been extensively studied in the statistics, property testing, and learning communities. A n...
Steve Chien, Katrina Ligett, Andrew McGregor
DAC
2001
ACM
16 years 7 months ago
Chaff: Engineering an Efficient SAT Solver
Boolean Satisfiability is probably the most studied of combinatorial optimization/search problems. Significant effort has been devoted to trying to provide practical solutions to ...
Matthew W. Moskewicz, Conor F. Madigan, Ying Zhao,...
SODA
2010
ACM
169views Algorithms» more  SODA 2010»
16 years 4 months ago
Efficiently Decodable Non-adaptive Group Testing
We consider the following "efficiently decodable" nonadaptive group testing problem. There is an unknown string x {0, 1}n with at most d ones in it. We are allowed to t...
Piotr Indyk, Hung Q. Ngo, Atri Rudra