Albert No

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20122024

most citedInformation Measures: the Curious Case of the Binary Alphabet

32 citations · 73 across the 10 of their papers we have counts for

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cs.CV2024

Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings

Pura Peetathawatchai, Wei-Ning Chen, Berivan Isik +2

Personalizing large-scale diffusion models poses serious privacy risks, especially when adapting to small, sensitive datasets. A common approach is to fine-tune the model using dif…

cs.CR2024

Improved Communication-Privacy Trade-offs in $L_{2}$ Mean Estimation under Streaming Differential Privacy

Wei-Ning Chen, Berivan Isik, Peter Kairouz +3

We study $L_{2}$ mean estimation under central differential privacy and communication constraints, and address two key challenges: firstly, existing mean estimation schemes that simu…

Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings

Improved Communication-Privacy Trade-offs in L2​ Mean Estimation under Streaming Differential Privacy

Improved Communication-Privacy Trade-offs in $L_{2}$ Mean Estimation under Streaming Differential Privacy