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03/02/2023
Large Deviations for Accelerating Neural Networks Training
Artificial neural networks (ANNs) require tremendous amount of data to t...
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09/28/2021
Anomaly Detection for High-Dimensional Data Using Large Deviations Principle
Most current anomaly detection methods suffer from the curse of dimensio...
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11/01/2019
Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised)
Most current clustering based anomaly detection methods use scoring sche...
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05/29/2019