Efficient Video Compression Using Afterimage Representation by Minseong Jeon, Kyungjoo Cheoi

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Anomaly-aware summary statistic from data batches by G. Grosso

“…The beneficial impact of a large training sample on machine learning solutions motivates the exploration of increasingly large and inclusive samples of acquired data with resource efficient computational methods. In this work we consider the New Physics Learning Machine (NPLM), a multivariate goodness-of-fit test built on the Neyman-Pearson maximum-likelihood-ratio construction, and we address the problem of testing large size samples under computational and storage resource constraints. …”
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