Neural Networks tend to overfit. One way to overcome this problem is by considering a sequence of optimization problems, where we modify the loss function so that we minimize the distance to the previous solution in every step.
deep-learning pytorch optimization-algorithms numerical-analysis non-linear-optimization minimizing-movement ambrosio-tortorelli deep-minimizing-movement
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Updated
Feb 15, 2023 - Python