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ICNP
2005
IEEE
14 years 3 months ago
On Static and Dynamic Partitioning Behavior of Large-Scale Networks
In this paper, we analyze the problem of network disconnection in the context of large-scale P2P networks and understand how both static and dynamic patterns of node failure affec...
Derek Leonard, Zhongmei Yao, Xiaoming Wang, Dmitri...
FOCS
1993
IEEE
14 years 2 months ago
Simulated Annealing for Graph Bisection
We resolve in the a rmative a question of Boppana and Bui: whether simulated annealing can, with high probability and in polynomial time, nd the optimal bisection of a random grap...
Mark Jerrum, Gregory B. Sorkin
DMIN
2007
76views Data Mining» more  DMIN 2007»
13 years 11 months ago
Towards Average Case Analysis of Itemset Mining
—We perform a statistical analysis and describe the asymptotic behavior of the frequency and size distribution of δoccurrent, minimal δ-occurrent, and maximal δ-occurrent item...
Dan Singer, David J. Haglin, Anna M. Manning
AAAI
1997
13 years 11 months ago
Effective Bayesian Inference for Stochastic Programs
In this paper, we propose a stochastic version of a general purpose functional programming language as a method of modeling stochastic processes. The language contains random choi...
Daphne Koller, David A. McAllester, Avi Pfeffer
CORR
2010
Springer
66views Education» more  CORR 2010»
13 years 10 months ago
On Extractors and Exposure-Resilient Functions for Sublogarithmic Entropy
We study deterministic extractors for bit-fixing sources (a.k.a. resilient functions) and exposure-resilient functions for small min-entropy. That is, of the n bits given as input...
Yakir Reshef, Salil P. Vadhan