← Authors

Sergey Yekhanin

9 papers · 2017–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (15) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸ“ˆ Trend Setter

Conferences

NIPS (4) ICLR (3) ICML (2)

Top co-authors

Janardhan Kulkarni (6) Sivakanth Gopi (5) Zinan Lin (3) Harsha Nori (3) Huishuai Zhang (2) Da Yu (2) Huseyin A Inan (2) Yin Tat Lee (2) Bolin Ding (2) Arturs Backurs (2)

Research topics

Differential Privacy (2)

Keywords

differential privacy (3) information extraction (1) mean estimation (1) machine learning (1) clustering algorithm (1) streaming algorithm (1) distributed algorithm (1) edit distance (1) privacy guarantee (1) telemetry collection (1) text datum (1) local differential privacy (1) tree-based approach (1) histogram estimation (1) n-gram extraction (1) private text datum (1) oblivious algorithm (1) trusted processor (1) private data analysis (1) algorithmic framework (1)

Papers

Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better ICLR 2025
Differentially Private Synthetic Data via Foundation Model APIs 1: Images ICLR 2024
Differentially Private Synthetic Data via Foundation Model APIs 2: Text ICML 2024
Differentially Private Fine-tuning of Language Models ICLR 2022
Differentially Private n-gram Extraction NIPS 2021
Differentially Private Set Union ICML 2020
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors NIPS 2019
Collecting Telemetry Data Privately NIPS 2017
Clustering Billions of Reads for DNA Data Storage NIPS 2017