Systems of nonlinear equations arise across science and engineering wherever multiple interdependent quantities must satisfy nonlinear relations. Unlike linear systems, these may exhibit multiple ...
High-performance optimization algorithms are essential in deep learning. However, understanding the behavior of optimization (i.e., learning process) remains challenging due to the instability and ...
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