Bounded density tilt

ID: bounded-density-tilt

For bounded measurable with , the formula defines a normalized positive probability density function for . A uniform Taylor expansion of the square root proves differentiability in quadratic mean with score function : the squared remainder is . Such paths realize all bounded centered directions of an unrestricted density model.

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