Sergey Yekhanin
9 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (18) 𧬠Topic Evolution
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Trend Setter
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Security & Privacy
(4)
Application Areas
(4)
Differential Privacy
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Models
(2)
Optimization
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications
(1)
Keywords
differential privacy
(6)
information extraction
(1)
consistency model
(1)
model merging
(1)
synthetic data generation
(1)
machine learning
(1)
clustering algorithm
(1)
diffusion model
(1)
streaming algorithm
(1)
distributed algorithm
(1)
language model
(1)
synthetic data
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
mean estimation
(1)
privacy budget
(1)
edit distance
(1)
privacy protection
(1)
evolutionary search
(1)
image generation
(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
NeurIPS 2021
Differentially Private Set Union
ICML 2020
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
NeurIPS 2019
Clustering Billions of Reads for DNA Data Storage
NeurIPS 2017
Collecting Telemetry Data Privately
NeurIPS 2017