Berivan Isik

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20242026

most citedGemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

47 citations · 50 across the 4 of their papers we have counts for

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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…

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