Ayfer Ozgur
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what they talk about
where they keep going back
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| title | conference | date |
|---|---|---|
| Training generative models from locally privatized data via entropic optimal transport | Trust in Decentralized Systems 2026 | 2026-03-16 |
Claim: entropic optimal transport lets a GAN trained only on locally privatized samples recover the raw data distribution rather than the noise-convolved one… | ||
| Privacy Amplification from Structured Algorithmic Randomness | Learning from Heterogeneous Sources 2026 | 2026-02-23 |
Claim: inherent algorithmic randomness in compression, model partitioning and structured subsampling measurably amplifies privacy so external Gaussian noise… | ||
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