Raman Arora
助理教授
Department of Computer Science
Whiting School of Engineering, Johns Hopkins University;Mathematical Institute for Data Science, Johns Hopkins University;Center for Language and Speech Processing, Johns Hopkins University;Institute for Data Intensive Engineering and Science, Johns Hopkins University
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基本信息
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职业迁徙
个人简介
Research Interests
Machine Learning: Provable methods for deep learning and representation learning, subspace learning, multiview learning, streaming algorithms for kernel methods, online learning
Stochastic Optimization: Non-convex optimization, stochastic approximation for large-scale problems, robust adversarial learning
Differential Privacy: Computational tradeoffs in private machine learning, local learning, federated learning, privacy in streaming algorithms and continual release models
Machine Learning: Provable methods for deep learning and representation learning, subspace learning, multiview learning, streaming algorithms for kernel methods, online learning
Stochastic Optimization: Non-convex optimization, stochastic approximation for large-scale problems, robust adversarial learning
Differential Privacy: Computational tradeoffs in private machine learning, local learning, federated learning, privacy in streaming algorithms and continual release models
研究兴趣
论文共 160 篇作者统计合作学者相似作者
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CoRR (2024)
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arxiv(2024)
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arxiv(2024)
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Trans. Mach. Learn. Res. (2023)
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NeurIPS (2023)
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NeurIPS (2023)
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Trans. Mach. Learn. Res. (2023)
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ICLR 2023 (2023): 34642-34667
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