Scholar

Natalia Ponomareva

Google Scholar ID: eIdQR5oAAAAJ

Google, Oxford University

Synthetic DataLarge Language ModelsDifferential PrivacyTransfer learning

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Citations & Impact

All-time

Citations

1,773

H-index

16

i10-index

20

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

7 items

Decomposing Private Image Generation via Coarse-to-Fine Wavelet Modeling

2026

Cited

0

Privately Fine-Tuned LLMs Preserve Temporal Dynamics in Tabular Data

2026

Cited

0

How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy

2025

Cited

0

Clustering and Median Aggregation Improve Differentially Private Inference

2025

Cited

0

An Optimization Framework for Differentially Private Sparse Fine-Tuning

2025

Cited

0

HASSLE-free: A unified Framework for Sparse plus Low-Rank Matrix Decomposition for LLMs

2025

Cited

0

Scaling Laws for Downstream Task Performance in Machine Translation

2024

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)