开课单位--视频讲座网

81
Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters[自分裂框架:从非重叠到重叠集群]
  Alessandro Epasto(视频讲座网) We propose a new framework called Ego-splitting for detecting clusters in complex networks which leverage the local structures known as ego-nets (i.e....
热度:24

82
Communication­-Efficient Distributed Block Minimization for Nonlinear Kernel Machines[通信——非线性核机的高效分布式块最小化]
  Cho-Jui Hsieh(视频讲座网) Kernel machines often yield superior predictive performance on various tasks; however, they suffer from severe computational challenges. In this paper...
热度:26

83
Bayesian Modelling[贝叶斯模型]
  Zoubin Ghahramani(视频讲座网) Bayesian Modelling
热度:31

84
Deep NLP Applications and Dynamic Memory Networks[深度NLP应用与动态记忆网络]
  Richard Socher(视频讲座网) Deep NLP Applications and Dynamic Memory Networks
热度:22

85
Lecture 4: Entropy and Data Compression (III): Shannon's Source Coding Theorem, Symbol Codes[第4讲:熵与数据压缩(III):香农源编码定理,符号编码]
  David MacKay(视频讲座网) Lecture 4: Entropy and Data Compression (III): Shannon's Source Coding Theorem, Symbol Codes
热度:26

86
Generative Models I[生成式模型I]
  David Kristjanson Duvenaud(视频讲座网) Generative Models I
热度:30

87
What Would Shannon Do? Bayesian Compression for DL[香农会怎么做?DL的贝叶斯压缩]
  Karen Ullrich(视频讲座网) What Would Shannon Do? Bayesian Compression for DL
热度:24

88
AdaHash: Hashing Based Scalable, Adaptive Hierarchical Clustering of Streaming Data on Map-Reduce Frameworks[AdaHash: Map-Reduce框架上基于哈希的可伸缩、自适应的流数据分层聚类]
  Dean Whitney Teffer(视频讲座网) AdaHash: Hashing Based Scalable, Adaptive Hierarchical Clustering of Streaming Data on Map-Reduce Frameworks
热度:22

89
Lecture 3: Entropy and Data Compression (II): Shannon's Source Coding Theorem and the Bent Coin Lottery[第3讲:熵与数据压缩(二):香农源编码定理与弯曲硬币彩票]
  David MacKay(视频讲座网) Lecture 3: Entropy and Data Compression (II): Shannon's Source Coding Theorem and the Bent Coin Lottery
热度:46

90
Applied semantics: beyond the catalog[应用语义:超出目录]
  Jamie Taylor(视频讲座网) A decade ago a number of semantic catalogs started appearing. These catalogs gave identifiers to things, assigned them categories and asserted facts a...
热度:25