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It is scary, of course, to think that the mystery of our identities might be reducible to finite data sequences.
Since audio files have finite data in them, there is a finite number of combinations of that data.
Mattingly, H. H., Transtrum, M. K., Abbott, M. C. & Machta, B. B. Rational ignorance: simpler models learn more information from finite data.
The channel is of finite data rate and connects the measurement sensor to the controller.
Further, a quantizer of finite data rate is proposed for the same problem.
By linking this technology with a relatively small and finite data set of U.S. zip codes and cities, the USPS can now process upwards of 36,000 pieces of mail per hour.
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This methodology consists of an economic model predictive control formulation used to predict the future experimental performance and identify the future optimal control actions, and a finite-data window least-squares procedure to re-estimate model parameter values of the on-going process and ensure the high accuracy of the dynamic model.
Machine learning algorithms, whether regression (SVR or RFR) or classification (SVC or RFC), can learn from finite training data sets taking into account the complexity of the hypothesis space without imposing any structure on the data (Hastie et al., 2011).
The analytical model predictions are confirmed by finite element data.
This part is as objectively "real" as any other time-related conception of Earth: It involves applying unchanging mathematical formulas to finite historical data.
The quantification of the finite element data is further performed by an optimization approach of GP.
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