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» Structure in Average Case Complexity
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STACS
2005
Springer
14 years 17 days ago
Worst-Case and Average-Case Approximations by Simple Randomized Search Heuristics
Abstract. In recent years, probabilistic analyses of algorithms have received increasing attention. Despite results on the average-case complexity and smoothed complexity of exact ...
Carsten Witt
APPROX
2007
Springer
104views Algorithms» more  APPROX 2007»
14 years 1 months ago
Worst-Case to Average-Case Reductions Revisited
Abstract. A fundamental goal of computational complexity (and foundations of cryptography) is to find a polynomial-time samplable distribution (e.g., the uniform distribution) and...
Dan Gutfreund, Amnon Ta-Shma
JETAI
2000
114views more  JETAI 2000»
13 years 6 months ago
Anytime coalition structure generation: an average case study
Kate Larson, Tuomas Sandholm
NIPS
2007
13 years 8 months ago
Learning with Tree-Averaged Densities and Distributions
We utilize the ensemble of trees framework, a tractable mixture over superexponential number of tree-structured distributions [1], to develop a new model for multivariate density ...
Sergey Kirshner