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Filtering by: Committee Member Ciannelli, Lorenzo Remove constraint Committee Member: Ciannelli, Lorenzo Contributor Hendrycks, Dan Remove constraint Contributor: Hendrycks, Dan

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  • Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems

    Creator:
    Liu, Si
    Abstract:
    Anomaly detection aims at detecting the points that appear different than the majority of the data, such that they are suspected to be generated from a different distribution. Anomaly detectors have been applied in many different fields, such as detecting fraudulent behaviors in bank transaction, finding broken sensors in a...
    Resource Type:
    Dissertation
    Full Text:
    appreciation to my committee member Dr. Shar- modeep Bhattacharyya and my GCR Dr. Lorenzo Ciannelli for their