开课单位--莱斯大学
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Scalable and Sustainable Deep Learning via Randomized Hashing[通过随机哈希进行可扩展和可持续的深度学习]
  Ryan Spring(莱斯大学) Current deep learning architectures are growing larger in order to learn from complex datasets. These architectures require giant matrix multiplicatio...
热度:10

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TINET: Learning Invariant Networks via Knowledge Transfer[TINET:通过知识转移学习不变网络]
  Chen Luo(莱斯大学) The latent behavior of an information system that can exhibit extreme events, such as system faults or cyber-attacks, is complex. Recently, the invari...
热度:33

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From Automated Verification to Automated Design[从自动化验证到自动化设计 ]
  Moshe Y. Vardi(莱斯大学) One of the most significant developments in the area of design verification over the last decade is the development of algorithmic methods for verifyi...
热度:31

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Efficient Machine Learning using Random Projections[使用随机投影进行高效的机器学习]
  Mark A. Davenport(莱斯大学) As an alternative to cumbersome nonlinear schemes for dimensionality reduction, the technique of random linear projection has recently emerged as a vi...
热度:139
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