Yekhanin, Sergey
- Collecting Telemetry Data Privately
2017/12/05 by Bolin Ding, Janardhan Kulkarni, Ding, Bolin +3 · 52 citations
Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Mobile Crowdsensing and Crowdsourcing
- Differentially Private Fine-tuning of Language Models
2021/10/13 by Dahua Yu, Yu, Da, Saurabh Naik +21 · 50 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Differentially Private Synthetic Data via Foundation Model APIs 2: Text
2024/03/04 by Chulin Xie, Zinan Lin, Xie, Chulin +22 · 1 voice · 16 citations
Computer Science · Decision Sciences · Social Sciences · #Access Control and Trust #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #cs.CL
- On the Locality of Codeword Symbols
2011/06/18 by Parikshit Gopalan, Cheng Huang, Gopalan, Parikshit +5 · 16 citations
Computer Science · #Advanced Data Storage Technologies #Cooperative Communication and Network Coding #Coding theory and cryptography
- Differentially Private Synthetic Data via Foundation Model APIs 1: Images
2023/05/24 by Lin, Zinan, Gopi, Sivakanth, Kulkarni, Janardhan +2 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Explicit Maximally Recoverable Codes with Locality
2013/07/16 by Parikshit Gopalan, Cheng Huang, Gopalan, Parikshit +5 · 3 citations
Computer Science · #94B05 #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT)
- New Constructions of SD and MR Codes over Small Finite Fields
2016/05/08 by Guang‐Da Hu, Hu, Guangda, Sergey Yekhanin +1 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT)
- Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
2023/04/14 by Rachel Cummings, Damien Desfontaines, Cummings, Rachel +45 · 5 citations
Social Sciences · #Privacy, Security, and Data Protection
- Maximally Recoverable Codes for Grid-like Topologies
2016/05/18 by Parikshit Gopalan, Gopalan, Parikshit, Guang‐Da Hu +9 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT)
- Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage
2021/07/14 by Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D. +1 · 3 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Maximally Recoverable LRCs: A field size lower bound and constructions for few heavy parities
2017/10/27 by Sivakanth Gopi, Venkatesan Guruswami, Gopi, Sivakanth +3 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cellular Automata and Applications #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Long Nonbinary Codes Exceeding the Gilbert - Varshamov Bound for any Fixed Distance
2004/06/21 by Sergey Yekhanin, Yekhanin, Sergey, Ilya Dumer +1 · 1 citation
Computer Science · #Coding theory and cryptography #Cooperative Communication and Network Coding #Error Correcting Code Techniques
- Locally Decodable Codes From Nice Subsets of Finite Fields and Prime Factors of Mersenne Numbers
2007/04/13 by Kedlaya, Kiran S., Yekhanin, Sergey · 1 citation
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Number Theory (math.NT)
- An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
2018/07/02 by Joshua E. Allen, Bolin Ding, Allen, Joshua +9 · 2 citations
Computer Science · #Cloud Data Security Solutions #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Batch Optimization for DNA Synthesis
2020/11/30 by Konstantin Makarychev, Makarychev, Konstantin, Miklós Z. Rácz +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #Algorithms and Data Compression #Combinatorics (math.CO) #DNA and Biological Computing #Data Structures and Algorithms (cs.DS) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Quantitative Methods (q-bio.QM)
- Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model
2025/02/08 by Zinan Lin, Lin, Zinan, Tadas Baltrušaitis +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)