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### Problem Description
Differential privacy preserves an individual’s privacy via adding some random noise into the dataset while performing data analysis.
However, after adding noise, the output…
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Things still evolve in the PRNG world. Mersenne Twister was the de facto standard ten years ago, but newcomers, such as PCG (https://github.com/imneme/pcg-cpp) have desirable properties such as:
* ev…
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Currently we use two random number generators: Mersenne Twister for Reference and CPU platforms, and KISS for CUDA and OpenCL. Those are fine generators, but they're no longer state of the art. We s…
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In the `tutorial.ipynb` workflow, a file is loaded at `data/test_files/ptm_file.csv` which contains a set of sites and known PTMs associated with that site (e.g. `p`, `ub`, `m` etc.)
There is also…
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This issue brings up a problem about using so-called "bootstrap resampling test" for evaluating "statistical significance" of machine translation (especially neural MT) methods, and similar generation…
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At the moment, there is not a good way to seed query language functions like `randomGaussian()` or `randomInt()` in a way that's thread-safe and efficient. This may take some real investigation.
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## Checks for [QuadratiK (v1.0.0)](https://github.com/giovsaraceno/QuadratiK-package)
git hash: [7fc426bd](https://github.com/giovsaraceno/QuadratiK-package/tree/7fc426bd57ce2874d4c7d6dfc0c64f9fe7a2b…
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The only form of storm mode returned to the user in StormModeClassifier.classify is a 2-dimensional array with storm mode labeled at each valid grid point. However, when entire objects are subsequentl…
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Hi, I have two issues with Minimax strategy and early stopping :
1, loss1 is to maximize series_association and loss2 is to minimize prior_association. In the original paper, it was minimize, then ma…
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Brian Uzzi
Northwestern University
Jarrett Spiro
Stanford University
Small world networks have received disproportionate notice in di- verse fields because of their suspected effect on sys…