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» Computation with imprecise probabilities
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ICALP
2009
Springer
15 years 11 months ago
A Better Algorithm for Random k-SAT
Let Φ be a uniformly distributed random k-SAT formula with n variables and m clauses. We present a polynomial time algorithm that finds a satisfying assignment of Φ with high p...
Amin Coja-Oghlan
WOLLIC
2009
Springer
15 years 11 months ago
Logic-Based Probabilistic Modeling
After briefly mentioning the historical background of PLL/SRL, we examine PRISM, a logic-based modeling language, as an instance of PLL/SRL research. We first look at the distrib...
Taisuke Sato
MFCS
2007
Springer
15 years 10 months ago
Uncover Low Degree Vertices and Minimise the Mess: Independent Sets in Random Regular Graphs
Abstract. We present algorithmic lower bounds on the size of the largest independent sets of vertices in a random d-regular graph. Our bounds hold with probability approaching one ...
William Duckworth, Michele Zito
ICNC
2005
Springer
15 years 10 months ago
Double Robustness Analysis for Determining Optimal Feedforward Neural Network Architecture
This paper incorporates robustness into neural network modeling and proposes a novel two-phase robustness analysis approach for determining the optimal feedforward neural network (...
Lean Yu, Kin Keung Lai, Shouyang Wang
DFT
2004
IEEE
92views VLSI» more  DFT 2004»
15 years 8 months ago
Reliability and Yield: A Joint Defect-Oriented Approach
We present a model for computing the probability of a parametric failure due to a spot defect. The analysis is based on electromigration in conductors under unidirectional current...
Roman Barsky, Israel A. Wagner