Construct · 1 fields · 1 citations

exponential mechanism: a standalone construct

One name. One construct. A landmark on the map.

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Information privacy

a differentially private method that selects an output with probability exponentially weighted by a quality score of that output.

In information privacy, exponential mechanism refers to a differentially private method that selects an output with probability exponentially weighted by a quality score of that output. This meaning comes from McSherry (2007) in 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07).[1]

Unit
Recovery means
Measured by

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Nearby constructs

information4 fields · 5 citationsjingle · one word, four constructs mechanism4 fields · 4 citationsjingle · one word, four constructs privacy3 fields · 3 citationsjingle · one word, three carriers

References

McSherry, F., & Talwar, K. (2007). Mechanism Design via Differential Privacy. 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07). https://doi.org/10.1109/focs.2007.66

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