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Direct linkSajjad Bahrami – ProQuest LLC, 2021
In this thesis, we incorporate information theory into statistical signal processing and machine learning in order to achieve robust learning in presence of outliers (or generally in environments with non-Gaussian structure). In other words, by incorporating information theory especially when structure of environment is non-Gaussian, the…
Descriptors: Electronic Learning, Artificial Intelligence, Algorithms, Information Networks
