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01/16/2023
Large Deviations for Classification Performance Analysis of Machine Learning Systems
We study the performance of machine learning binary classification techn...
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07/22/2022
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis
We study the performance – and specifically the rate at which the error ...
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01/07/2021
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks
Data-driven methods open up unprecedented possibilities for maritime sur...
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10/17/2018