What problem does regularization seek to avoid, Computer Engineering

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What problem does regularization seek to avoid

Problem: Assume you implement early stopping with mini-batch gradient descent. Is it a good idea to stop training immediately when the validation error goes up? (Short answers)

The book describes a process called regularization. What problem does regularization seek to avoid, and how does it accomplish this? (Short answers)

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Computer Engineering: What problem does regularization seek to avoid

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Computer Engineering: What problem does regularization seek to avoid

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