SW StudyWalks

Artificial Intelligence  /  AI 0453  ·  Atom · ~20 seconds

The Error Landscape

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Training a smooth machine is walking on a landscape: the knob settings are a position, the total error is the altitude, and learning is descending.

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One knob makes the landscape a curve; a million make terrain no one can picture — the walking rule is unchanged.

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The picture is exact, not metaphor — every training step is a step on this ground.