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ESE Ph.D. Thesis Defense: “Statistical Learning for System Identification, Prediction, and Control”
ESE Ph.D. Thesis Defense: “Statistical Learning for System Identification, Prediction, and Control”
Despite the recent widespread success of machine learning, we still do not fully understand its fundamental limitations. Going forward, it is crucial to better understand learning complexity, especially in critical decision making applications, where a wrong decision can lead to catastrophic consequences. In this thesis, we focus on the statistical complexity of learning unknown linear […]