图 书 馆开课单位--加州大学洛杉矶分校
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1Learning Deep Structured Models[学习深度结构化模型]
Liang-Chieh Chen(加州大学洛杉矶分校) Many problems in real-world applications involve predicting several random variables that are statistically related. Markov random fields (MRFs) are a...
热度：29
Liang-Chieh Chen(加州大学洛杉矶分校) Many problems in real-world applications involve predicting several random variables that are statistically related. Markov random fields (MRFs) are a...
热度：29
2The Co-Evolution Model for Social Network Evolving and Opinion Migration[社会网络进化与意见迁移的协同进化模型]
Yupeng Gu(加州大学洛杉矶分校) Almost all real-world social networks are dynamic and evolving with time, where new links may form and old links may drop, largely determined by the h...
热度：25
Yupeng Gu(加州大学洛杉矶分校) Almost all real-world social networks are dynamic and evolving with time, where new links may form and old links may drop, largely determined by the h...
热度：25
3Integrating Context and Occlusion for Car Detection by Hierarchical And-Or Model[基于层次和或模型的汽车检测上下文与遮挡的集成]
Bo Li (加州大学洛杉矶分校) This paper presents a method of learning reconfigurable hierarchical And-Or models to integrate context and occlusion for car detection. The And-Or mo...
热度：28
Bo Li (加州大学洛杉矶分校) This paper presents a method of learning reconfigurable hierarchical And-Or models to integrate context and occlusion for car detection. The And-Or mo...
热度：28
4Learning Deep Network Representations with Adversarially Regularized Autoencoders[使用对抗正则化自动编码器学习深度网络表示]
Wenchao Yu(加州大学洛杉矶分校) The problem of network representation learning, also known as network embedding, arises in many machine learning tasks assuming that there exist a sma...
热度：34
Wenchao Yu(加州大学洛杉矶分校) The problem of network representation learning, also known as network embedding, arises in many machine learning tasks assuming that there exist a sma...
热度：34
5NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks[NetWalk：一种灵活的动态网络异常检测深度嵌入方法]
Wenchao Yu(加州大学洛杉矶分校) Massive and dynamic networks arise in many practical applications such as social media, security and public health. Given an evolutionary network, it ...
热度：30
Wenchao Yu(加州大学洛杉矶分校) Massive and dynamic networks arise in many practical applications such as social media, security and public health. Given an evolutionary network, it ...
热度：30
6Ranking-Based Clustering of Heterogeneous Information Networks with Star Network Schema[基于聚类的异构信息网络的星型网络架构排名]
Yizhou Sun(加州大学洛杉矶分校) A heterogeneous information network is an information network composed of multiple types of objects. Clustering on such a network may lead to better u...
热度：77
Yizhou Sun(加州大学洛杉矶分校) A heterogeneous information network is an information network composed of multiple types of objects. Clustering on such a network may lead to better u...
热度：77
7On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference[对一阶知识编译的完整性概率推理]
Guy Van den Broeck(加州大学洛杉矶分校) Probabilistic logics are receiving a lot of attention today because of their expressive power for knowledge representation and learning. However, this...
热度：65
Guy Van den Broeck(加州大学洛杉矶分校) Probabilistic logics are receiving a lot of attention today because of their expressive power for knowledge representation and learning. However, this...
热度：65
8Informative Brain-Mind Feature Space[信息脑思维特征空间]
Mark Cohen(加州大学洛杉矶分校) A wide variety of brain-derived signals presently are available to drive brain computer interface devices. These include the popular EEG recordings, m...
热度：83
Mark Cohen(加州大学洛杉矶分校) A wide variety of brain-derived signals presently are available to drive brain computer interface devices. These include the popular EEG recordings, m...
热度：83
9Approximating the Partition Function by Deleting and then Correcting for Model Edges[通过删除和修正模型边缘来逼近划分函数]
Arthur Choi(加州大学洛杉矶分校)
热度：42
Arthur Choi(加州大学洛杉矶分校)
热度：42
10Efficient Market Making via Convex Optimization & Connection to Online Learning[基于凸优化的有效做市&与在线学习的联系 ]
Jenn Wortman Vaughan(加州大学洛杉矶分校) A prediction market is a financial market designed to aggregate information. To facilitate trades, prediction markets are often operated by automated ...
热度：65
Jenn Wortman Vaughan(加州大学洛杉矶分校) A prediction market is a financial market designed to aggregate information. To facilitate trades, prediction markets are often operated by automated ...
热度：65