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Showing 1 to 1 of 1 for “"Generalization Theory"”.
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EFFECTIVE TRAINING OF NEURAL NETWORKS FOR BETTER GENERALIZATION
… unstable, and poorly understood in terms of generalization. This thesis aims to make training more efficient and generalization-aware, addressing from optimization and data perspectives. From the optimization side, we develop practical algorithms that improve convergence speed and stability. …