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» From Algorithmic to Subjective Randomness
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ICML
2004
IEEE
16 years 5 months ago
Approximate inference by Markov chains on union spaces
A standard method for approximating averages in probabilistic models is to construct a Markov chain in the product space of the random variables with the desired equilibrium distr...
Max Welling, Michal Rosen-Zvi, Yee Whye Teh
141
Voted
LCN
2006
IEEE
15 years 11 months ago
Bandwidth Aware Slot Allocation in Hybrid MAC
— Hybrid Medium Access Control (MAC) protocols combine the strength of random and schedule based MAC schemes. From random MAC schemes, Hybrid MAC protocols borrow flexibility an...
Yuvraj. K. Rana, Bao Hua Liu, Alfandika Nyandoro, ...
150
Voted
SC
2003
ACM
15 years 10 months ago
Handling Heterogeneity in Shared-Disk File Systems
We develop and evaluate a system for load management in shared-disk file systems built on clusters of heterogeneous computers. The system generalizes load balancing and server pr...
Changxun Wu, Randal C. Burns
172
Voted
ICVGIP
2008
15 years 6 months ago
Fast, Processor-Cardinality Agnostic PRNG with a Tracking Application
As vision algorithms mature with increasing inspiration from the learning community, statistically independent pseudo random number generation (PRNG) becomes increasingly importan...
Andrew Janowczyk, Sharat Chandran, Srinivas Aluru
131
Voted
AAAI
2004
15 years 6 months ago
Hiding Satisfying Assignments: Two Are Better than One
The evaluation of incomplete satisfiability solvers depends critically on the availability of hard satisfiable instances. A plausible source of such instances consists of random k...
Dimitris Achlioptas, Haixia Jia, Cristopher Moore