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On large-scale datasets, Splash can be substantially faster than existing data analytics packages built on Apache Spark.
We demonstrate however that a composite algorithm that strategically alternates between the two samplers' updates can be substantially faster than either individually.
The startup has put into alpha testing a new search platform that claims to be substantially faster than traditional travel search engines.
It is assumed that the release speed in vivo or in the presence of serum would be substantially faster due partially to the metabolism of lipid.
Alternatively, in tumor cells with high levels of GSTP expression, the rate of PABA/NO-mediated NO increase could be substantially faster, outcompeting eNOS down-regulation through S-nitrosylation/glutathionylation and this could contribute to the cytotoxicity of the drug.
Interestingly, allele fixation appears to be substantially faster in the stochastic model that includes Lotka-Volterra fluctuations (top versus bottom panels, Figure 1).
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These results indicate that this genetic algorithm technique is substantially faster than the neural network, and produces comparable accuracy.
Experiments on both synthetic and real data show that our Gibbs sampler is substantially faster than the state of the art sampler, JAGS, without sacrificing accuracy.
The twin thickening rate was higher in the predominant twinning condition, but the nucleation rate was substantially faster in the two variant twinning condition.
Our results show the promise of this approach: many important machine learning and graph algorithms can be expressed in a single framework and are substantially faster than those in Hadoop and Spark.
The speed of price adjustment to equilibrium levels is substantially faster in online markets (half-life is about 2-2.5 monthan than in regular markets (half-life varies from 3 quarters to a few years).
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