Zaid Al-Ars
4 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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An Efficient High-Throughput LZ77-Based Decompressor in Reconfigurable Logic
2020 · Journal of Signal Processing Systems
Abstract To best leverage high-bandwidth storage and network technologies requires an improvement in the speed at which we can decompress data. We present a “refine and recycle” method applicable to LZ77-type decompressors that enables efficient …
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NLICE: Synthetic Medical Record Generation for Effective Primary Healthcare Differential Diagnosis
2023
This paper offers a systematic method for creating medical knowledge-grounded patient records for use in activities involving differential diagnosis. Additionally, an assessment of machine learning models that can differentiate between various conditions based on given …
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Vanishing Variance Problem in Fully Decentralized Neural-Network Systems
2024 · arXiv (Cornell University)
Federated learning and gossip learning are emerging methodologies designed to mitigate data privacy concerns by retaining training data on client devices and exclusively sharing locally-trained machine learning (ML) models with others. The primary distinction between …
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Assessing the Requirements for Industry Relevant Quantum Computation
2024 · arXiv (Cornell University)
In this paper, we use open-source tools to perform quantum resource estimation to assess the requirements for industry-relevant quantum computation. Our analysis uses the problem of industrial shift scheduling in manufacturing and the Quantum Industrial …