Do gradient descent methods at all times converge to similar point?

Data Science Interview QuestionsCategory: Data ScienceDo gradient descent methods at all times converge to similar point?
2 Answers
MockInterview Staff answered 5 years ago

No, they do not because in some cases it reaches a local minima or a local optima point. You will not reach the global optima point. This is governed by the data and the starting conditions.
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Nikhil answered 2 weeks ago

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