# Differentially Private Histogram Release on Amazon-Google large

Source: [Differentially Private Histogram Release on Amazon-Google large](<https://www.sota2.com/research/sota/differentially-private-histogram-release-on-amazon-google-large>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-17T08:31:44.026Z

Evaluation of algorithms performing Differentially Private Histogram Release on the Amazon-Google large dataset, measured by metrics such as H\_orig, H\_noisy, and Delta\_H bound.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Differentially Private Histogram Release |
| Dataset (including any stated split) | Amazon-Google large |
| Metric | Original Entropy (H) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Original Entropy (H)](<https://www.sota2.com/research/sota/differentially-private-histogram-release-on-amazon-google-large.md?metric=Original%20Entropy%20(H)>): Higher is better; unit: SCALAR.

- [Noisy Entropy (H)](<https://www.sota2.com/research/sota/differentially-private-histogram-release-on-amazon-google-large.md?metric=Noisy%20Entropy%20(H)>): Higher is better; unit: SCALAR.

- [Delta H Bound](<https://www.sota2.com/research/sota/differentially-private-histogram-release-on-amazon-google-large.md?metric=Delta%20H%20Bound>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Original Entropy (H) | Result date | Report paper |
| --- | --- | --- | --- |
| REAEDP | 3.0279 | Not recorded | 69b8dfe80636e5bf4afbe817 |

### REAEDP

Original Entropy (H): 3.0279. Result ID: 69b9116247f34ce924a1968a.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dfe80636e5bf4afbe817.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8dfe80636e5bf4afbe817.md>)

Recorded evaluation configuration: {"n":"100000","bins":"30","epsilon":"1.0"}. This record does not assert independent reproduction.

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