NSTL国家科技图书文献中心

1. Robust Indexing for the Sliced Channel: Almost Optimal Codes for Substitutions and Deletions NSTL国家科技图书文献中心

Jin Sima | Netanel Raviv ... - 《IEEE Transactions on Information Theory》 - 2025,71(2) - 881～894 - 共14页

摘要：Encoding data as a set of unordered strings is receiving great attention as it captures one of the basic features of DNA storage systems. However, the challenge of constructing optimal redundancy code...

关键词： Codes | DNA | Encoding | Redundancy | Indexing | Writing | Decoding | Channel models | Sequential analysis | Complexity theory

2. Beyond PCA: A Gram-Schmidt Approach to Feature Extraction NSTL国家科技图书文献中心

Bahram Yaghooti | Netanel Raviv ... - 《2024 60th Annual Allerton Conference on Communication,Control,and Computing》 - Annual Allerton Conference on Communication,Control,and Computing - 2024, - 1～8 - 共8页

摘要：Linear feature extraction at the presence of nonlinear dependencies among the data is a fundamental challenge in unsupervised learning. We propose using a Gram-Schmidt (GS) type orthogonalization proc...

关键词： Numerical analysis | Simulation | Redundancy | Linear algebra | Feature extraction | Entropy | Data mining | Unsupervised learning | Principal component analysis | Information theory

3. Access-Redundancy Tradeoffs in Quantized Linear Computations NSTL国家科技图书文献中心

Vinayak Ramkumar | Netanel Raviv ... - 《IEEE Transactions on Information Theory》 - 2024,70(11) - 7723～7739 - 共17页

摘要：Linear real-valued computations over distributed datasets are common in many applications, most notably as part of machine learning inference. In particular, linear computations that are quantized, i....

关键词： Servers | Error correction codes | Complexity theory | Vectors | Protocols | Encoding | Quantization (signal)

4. Coefficient Complexity in Low-Access Quantized Linear Computations NSTL国家科技图书文献中心

Vinayak Ramkumar | Netanel Raviv ... - 《2023 59th Annual Allerton Conference on Communication, Control, and Computing: Allerton 2023, Monticello, Illinois, USA, 26-29 September 2023》 - Annual Allerton Conference on Communication, Control, and Computing - 2023, - 1～8 - 共8页

摘要：Quantizing linear computations over the reals is a common practice in many distributed systems, with applications in efficient, private, or robust machine learning algorithms. Recent work studied the ...

关键词： Quantization (signal) | Protocols | Machine learning algorithms | Redundancy | Complexity theory | Error correction codes | Computational efficiency

5. Error Correction for DNA Storage NSTL国家科技图书文献中心

Jin Sima | Netanel Raviv ... - 《IEEE BITS the Information Theory Magazine》 - 2023,3(3) - 78～94 - 共17页

摘要：DNA-based storage is an emerging technology that provides high information density and longevity. Noise and errors are present in almost every stage of the process: writing, storing, and reading. Thus...

关键词： DNA | Codes | Redundancy | Genetic communication | Symbols | Microorganisms | Buffer storage | Memory | Density measurement | Noise measurement

6. Coding for Forensic 3D Fingerprinting NSTL国家科技图书文献中心

Netanel Raviv | Canran Wang ... - 《2023 59th Annual Allerton Conference on Communication, Control, and Computing: Allerton 2023, Monticello, Illinois, USA, 26-29 September 2023》 - Annual Allerton Conference on Communication, Control, and Computing - 2023, - 1～1 - 共1页

摘要：3D printing brings about a revolution in consumption and distribution of goods, but poses a significant risk to public safety. Any individual with internet access and a commodity printer can now produ...

关键词： Three-dimensional displays | Forensics | Fingerprint recognition | Three-dimensional printing | Encoding | Public security | Object recognition

7. Breaking Blockchain’s Communication Barrier With Coded Computation EI 工程索引 NSTL国家科技图书文献中心

Canran Wang | Netanel Raviv - 《IEEE Journal on Selected Areas in Information Theory》 - 2022,3(2) - 405～421 - 共17页

摘要：Although blockchain, the supporting technology of various cryptocurrencies, has offered a potentially effective framework for numerous decentralized trust management systems, its performance is still ...

关键词： Complexity theory | Blockchains | Peer-to-peer computing | Protocols | Computational modeling | Bandwidth | Safety

8. Perfect Subset Privacy for Data Sharing and Learning NSTL国家科技图书文献中心

Netanel Raviv | Ziv Goldfeld - 《2022 IEEE International Symposium on Information Theory: ISIT 2022, Espoo, Finland, 26 June - 1 July 2022, [v.1]》 - IEEE International Symposium on Information Theory - 2022, - 1850～1855 - 共6页

摘要：As the size of modern datasets grows, it becomes increasingly common to delegate computational tasks to service providers. Doing so, however, raises privacy concerns. Privatization schemes which enabl...

关键词： Privacy | Data privacy | Privatization | Encoding | Error correction codes | Error correction | Cryptography

9. Information Theoretic Private Inference in Quantized Models NSTL国家科技图书文献中心

Netanel Raviv | Rawad Bitar ... - 《2022 IEEE International Symposium on Information Theory: ISIT 2022, Espoo, Finland, 26 June - 1 July 2022, [v.1]》 - IEEE International Symposium on Information Theory - 2022, - 1641～1646 - 共6页

摘要：In a Private Inference scenario, a server holds a model (e.g., a neural network), a user holds data, and the user wishes to apply the model on her data. The privacy of both parties must be protected; ...

关键词： Privacy | Protocols | Computational modeling | Neural networks | Machine learning | Information retrieval | Data models

10. Low Latency Cross-Shard Transactions in Coded Blockchain NSTL国家科技图书文献中心

Canran Wang | Netanel Raviv - 《2021 IEEE International Symposium on Information Theory: IEEE International Symposium on Information Theory (ISIT), 12-20 July 2021, Virtual Conference, Melbourne, Australia》 - IEEE International Symposium on Information Theory - 2021, - 2678～2683 - 共6页

摘要：Although blockchain, the supporting technology of Bitcoin and various cryptocurrencies, has offered a potentially effective framework for numerous applications, it still suffers from the adverse affec...

摘要：Encoding data as a set of unordered strings is receiving great attention as it captures one of the basic features of DNA storage systems. However, the challenge of constructing optimal redundancy code...

关键词： Codes | DNA | Encoding | Redundancy | Indexing | Writing | Decoding | Channel models | Sequential analysis | Complexity theory

摘要：Linear feature extraction at the presence of nonlinear dependencies among the data is a fundamental challenge in unsupervised learning. We propose using a Gram-Schmidt (GS) type orthogonalization proc...

关键词： Numerical analysis | Simulation | Redundancy | Linear algebra | Feature extraction | Entropy | Data mining | Unsupervised learning | Principal component analysis | Information theory

摘要：Linear real-valued computations over distributed datasets are common in many applications, most notably as part of machine learning inference. In particular, linear computations that are quantized, i....

关键词： Servers | Error correction codes | Complexity theory | Vectors | Protocols | Encoding | Quantization (signal)

摘要：Quantizing linear computations over the reals is a common practice in many distributed systems, with applications in efficient, private, or robust machine learning algorithms. Recent work studied the ...

关键词： Quantization (signal) | Protocols | Machine learning algorithms | Redundancy | Complexity theory | Error correction codes | Computational efficiency

摘要：DNA-based storage is an emerging technology that provides high information density and longevity. Noise and errors are present in almost every stage of the process: writing, storing, and reading. Thus...

关键词： DNA | Codes | Redundancy | Genetic communication | Symbols | Microorganisms | Buffer storage | Memory | Density measurement | Noise measurement

摘要：3D printing brings about a revolution in consumption and distribution of goods, but poses a significant risk to public safety. Any individual with internet access and a commodity printer can now produ...

关键词： Three-dimensional displays | Forensics | Fingerprint recognition | Three-dimensional printing | Encoding | Public security | Object recognition

摘要：Although blockchain, the supporting technology of various cryptocurrencies, has offered a potentially effective framework for numerous decentralized trust management systems, its performance is still ...

关键词： Complexity theory | Blockchains | Peer-to-peer computing | Protocols | Computational modeling | Bandwidth | Safety

摘要：As the size of modern datasets grows, it becomes increasingly common to delegate computational tasks to service providers. Doing so, however, raises privacy concerns. Privatization schemes which enabl...

关键词： Privacy | Data privacy | Privatization | Encoding | Error correction codes | Error correction | Cryptography

摘要：In a Private Inference scenario, a server holds a model (e.g., a neural network), a user holds data, and the user wishes to apply the model on her data. The privacy of both parties must be protected; ...

关键词： Privacy | Protocols | Computational modeling | Neural networks | Machine learning | Information retrieval | Data models

摘要：Although blockchain, the supporting technology of Bitcoin and various cryptocurrencies, has offered a potentially effective framework for numerous applications, it still suffers from the adverse affec...

关键词： Protocols | Bitcoin | Bandwidth | Throughput | Boosting | Blockchains | Error correction codes

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