Journal of Official StatisticsKlein, M., Sinha, B. (2013) Statistical analysis of noise-multiplied data using multiple imputation. Journal of Official Statistics 29: pp. 425-465Klein, M., and Sinha, B. (2013). Statistical analysis of noise-multiplied data using multiple imputation. Journal of...
(Alvioli et al., 2016), are gaining increasing popularity in the context of statistical landslide susceptibility modelling, also because they are considered to be geomorphically more meaningful and potentially less sensitive to landslide positional errors and noise in geo-environmental input data (Al...
Previous work focused on the case of noisy sums, in whichf= ∑ig(xi), wherexidenotes theith row of the database andgmaps database rows to [0,1]. We extend the study to general functionsf, proving that privacy can be preserved by calibrating the standard deviation of the noise according...
whereϵ1andϵ2are independent noise terms. Clearly,X(t) andY(t) are conditionally independent givenZ(t), butX(t) andY(t) will have a nonzero correlation that can exceed any arbitrary threshold. Therefore, correlation thresholding will impute that an edge exists betweenX(t) andY(t), ev...
Previous work focused on the case of noisy sums, in whichf= ∑ig(xi), wherexidenotes theith row of the database andgmaps database rows to [0,1]. We extend the study to general functionsf, proving that privacy can be preserved by calibrating the standard deviation of the noise according...
Noise in the precise percentage measured is expected due to machine learning techniques being used to generate this magnitude. Top drifting features Shows the features from the dataset that have drifted the most and are therefore contributing the most to the Drift Magnitude metric. Due to covariate...
Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper - NVlabs/noise2noise
Explore a food chain in the Salish Sea to understand the impact it might have on the declining population of the Southern Resident orcas. View the food chain lesson plan.Investigate data: noise pollutionIn “Lesson 2: Use data to investigate,” you explored reasons why the orca population may...
In practice, aging power system measurement equipment may deviate the noise statistics of errors associated with measurements provided by a supervisory control and data acquisition system from a Gaussian distribution. Furthermore, recent research conducted by the Pacific Northwest National Laboratory in the...
We stress that the noisy synthetic alert outcomes obtained from (2) only are used to correct means and variances; they are not reflected in the synthetic alert outcomes in SynthAML10. 5. For confidentiality, we add some random noise to all transaction sizes. Specifically, each transaction is...