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  • 1
    Functional Mechanism

    Functional Mechanism

    Regression Analysis under Differential Privacy

    ...The main idea is to enforce epsilon-differential privacy by perturbing the objective function of the optimization problem, rather than its results. Please cite the following paper if you choose to use this code: J. Zhang, Z. Zhang, X. Xiao, Y. Yang, and M. Winslett. Functional Mechanism: Regression Analysis under Differential Privacy. PVLDB 5(11):1364-1375, 2012.
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  • 2
    Visualization and clustering analysis of X-Ray diffraction data from combinatorial thin film libraries.
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  • 3
    Framework for uncertainty propagation in predictive models targeted for collaborative science
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  • 4
    The purpose of this program is to teach a computer to classify plants via their leaves. You just need to input the image of a leaf(acquired from scanner or camera), then the computer can tell you what kind of plant it is.
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  • 5
    Audio spectrum analyzer in software module and a hardware module to display the spectrum.
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