基本信息
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个人简介
Interests: I’m interested in computer systems for emerging large-scale workloads such as machine learning, big data analytics and cloud computing. In DAWN, we’re working on infrastructure for usable machine learning to make it dramatically easier to bring ML applications to production: these issues are often much larger obstacles than ML algorithms in practice. My work includes software runtimes, quality assurance tools and systems optimizations for ML. Beyond usability, I am intersted in data privacy as the flipside to big data, and have worked on systems that can provide scalable privacy for communication, Internet queries and SaaS applications.
研究兴趣
论文共 298 篇作者统计合作学者相似作者
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Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan A, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam,Heather Miller,Matei Zaharia,
ICLR 2024 (2024)
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arxiv(2024)
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Zhiling Zheng, Zhiguo He, Omar Khattab, Nakul Rampal,Matei A. Zaharia,Christian Borgs, Jennifer T. Chayes,Omar M. Yaghi
Digital Discoveryno. 3 (2024): 491-501
arxiv(2024)
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ICLR 2024 (2024)
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Keshav Santhanam,Deepti Raghavan, Muhammad Shahir Rahman, Thejas Venkatesh, Neha Kunjal,Pratiksha Thaker,Philip Levis,Matei Zaharia
arxiv(2024)
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arxiv(2024)
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CoRR (2023)
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