开课单位--威斯康星大学
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Manifold-valued Dirichlet Processes[流形值狄利克雷过程]
Hyunwoo J. Kim(威斯康星大学) Statistical models for manifold-valued data permit capturing the intrinsic nature of the curved spaces in which the data lie and have been a topic of ...
热度:37
Hyunwoo J. Kim(威斯康星大学) Statistical models for manifold-valued data permit capturing the intrinsic nature of the curved spaces in which the data lie and have been a topic of ...
热度:37
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Vloga medicinske fizike v času natančne medicine[医学物理学在精确医学时代的作用 ]
Robert Jeraj(威斯康星大学) Medicinska fizika je tesno povezana z medicino; zato se tudi razvija v podobni smeri. Ključni trend v medicini, predvsem onkologiji, je usmerjen v per...
热度:47
Robert Jeraj(威斯康星大学) Medicinska fizika je tesno povezana z medicino; zato se tudi razvija v podobni smeri. Ključni trend v medicini, predvsem onkologiji, je usmerjen v per...
热度:47
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Toward Text-to-Picture Synthesis[向文本到图像合成]
Andrew B. Goldberg(威斯康星大学) It is estimated that more that 2 million people in the United States have significant communication impairments that result in them relying on methods...
热度:56
Andrew B. Goldberg(威斯康星大学) It is estimated that more that 2 million people in the United States have significant communication impairments that result in them relying on methods...
热度:56
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Incorporating Domain Knowledge into Topic Modeling via Dirichlet Forest Priors[基于Dirichlet森林先验的领域知识与主题建模]
David Andrzejewski(威斯康星大学) Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We inc...
热度:35
David Andrzejewski(威斯康星大学) Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We inc...
热度:35
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Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures[缩影驱动3 D扩散张量图像分割:对提取的具体结构]
Kamiya Motwani(威斯康星大学) We study the problem of segmenting specific white matter structures of interest from Diffusion Tensor (DT-MR) images of the human brain. This is an im...
热度:42
Kamiya Motwani(威斯康星大学) We study the problem of segmenting specific white matter structures of interest from Diffusion Tensor (DT-MR) images of the human brain. This is an im...
热度:42
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Optimization Algorithms in Machine Learning[机器学习中的优化算法]
Stephen J. Wright(威斯康星大学) Optimization provides a valuable framework for thinking about, formulating, and solving many problems in machine learning. Since specialized technique...
热度:64
Stephen J. Wright(威斯康星大学) Optimization provides a valuable framework for thinking about, formulating, and solving many problems in machine learning. Since specialized technique...
热度:64
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Optimization in Learning and Data Analysis[优化学习和数据分析]
Stephen J. Wright(威斯康星大学) Optimization tools are vital to data analysis and learning. The optimization perspective has provided valuable insights, and optimization formulations...
热度:52
Stephen J. Wright(威斯康星大学) Optimization tools are vital to data analysis and learning. The optimization perspective has provided valuable insights, and optimization formulations...
热度:52
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Tracking dynamic point processes on networks[网络上动态点过程的跟踪]
Rebecca Willett(威斯康星大学) Cascading chains of events are a salient feature of many real-world social, biological, and financial networks. In social networks, social reciprocity...
热度:46
Rebecca Willett(威斯康星大学) Cascading chains of events are a salient feature of many real-world social, biological, and financial networks. In social networks, social reciprocity...
热度:46
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Humans Learn Using Manifolds, Reluctantly[人类学会用流形]
Jerry (Xiaojin) Zhu(威斯康星大学) When the distribution of unlabeled data in feature space lies along a manifold, the information it provides may be used by a learner to assist classif...
热度:63
Jerry (Xiaojin) Zhu(威斯康星大学) When the distribution of unlabeled data in feature space lies along a manifold, the information it provides may be used by a learner to assist classif...
热度:63