图 书 馆开课单位--威斯康星大学
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31The Culture of the American University in the Age of Neoliberalism[在新自由主义时代的美国的大学文化]
Daniel Lee Kleinman(威斯康星大学) Universities in the United States and across the globe are changing. What is the nature of this change? For nearly twenty years, much of the scholarsh...
热度：48
Daniel Lee Kleinman(威斯康星大学) Universities in the United States and across the globe are changing. What is the nature of this change? For nearly twenty years, much of the scholarsh...
热度：48
32Semi-Supervised Learning[半监督学习]
Jerry (Xiaojin) Zhu(威斯康星大学) This tutorial covers classification approaches that utilize both labeled and unlabeled data. We will review self-training, Gaussian mixture models, co...
热度：108
Jerry (Xiaojin) Zhu(威斯康星大学) This tutorial covers classification approaches that utilize both labeled and unlabeled data. We will review self-training, Gaussian mixture models, co...
热度：108
33Theory, Methods and Applications of Active Learning[主动学习的理论,方法与应用]
Rui Castro;Robert Nowak(威斯康星大学) Traditional approaches to machine learning and statistical inference are passive, in the sense that all data are collected prior to analysis in a non-...
热度：52
Rui Castro;Robert Nowak(威斯康星大学) Traditional approaches to machine learning and statistical inference are passive, in the sense that all data are collected prior to analysis in a non-...
热度：52
34Incorporating Domain Knowledge into Topic Modeling via Dirichlet Forest Priors[基于Dirichlet树分布的主题建模]
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：80
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：80
35Faster Rates via Active Learning[通过主动学习来达到更快的速度]
Robert Nowak(威斯康星大学) Traditional sampling and statistical learning theories deal with data collection processes that are completely independent of the target function to b...
热度：32
Robert Nowak(威斯康星大学) Traditional sampling and statistical learning theories deal with data collection processes that are completely independent of the target function to b...
热度：32