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RESEARCH · CL_28342 · May 11 · 16:08

New papers analyze gradient descent convergence in neural networks

Two new research papers explore the convergence properties of gradient descent in neural network training. The first paper, focusing on wide shallow models with bounded nonlinearities, proves that non-global minimizers …