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» Randomness and halting probabilities
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139
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ICNP
2005
IEEE
15 years 9 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...
206
Voted
FOCS
1993
IEEE
15 years 7 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
94
Voted
DMIN
2007
76views Data Mining» more  DMIN 2007»
15 years 5 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
15 years 4 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
100
Voted
CORR
2010
Springer
66views Education» more  CORR 2010»
15 years 3 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