图 书 馆开课单位--威斯康星大学
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11Optimization 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：54
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：54
12Decomposition Algorithms for Training Large-scale Semiparametric Support Vector Machines[大规模半参数支持向量机训练的分解算法]
Sangkyun Lee(威斯康星大学) We describe a method for solving large-scale semiparametric support vector machines (SVMs) for regression problems. Most of the approaches proposed to...
热度：67
Sangkyun Lee(威斯康星大学) We describe a method for solving large-scale semiparametric support vector machines (SVMs) for regression problems. Most of the approaches proposed to...
热度：67
1310 Year Best Paper: Combining Labeled and Unlabeled Data with Co-Training[10年最佳论文：将标记和未标记数据与协同培训相结合]
Jude W. Shavlik(威斯康星大学) We consider the problem of using a large unlabeled sample to boost performance of a learning algorithm when only a small set of labeled examples is av...
热度：59
Jude W. Shavlik(威斯康星大学) We consider the problem of using a large unlabeled sample to boost performance of a learning algorithm when only a small set of labeled examples is av...
热度：59
14Incorporating Domain Knowledge into Topic Modeling via Dirichlet Forest Priors[通过Dirichlet Forest Priors将领域知识纳入主题建模]
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：45
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：45
15Methodology and applications of magnetic resonance imaging (MRI) with hyperpolarized C-13 and He-3 contrast agents[磁共振成像（MRI）与超极化C-13和He-3造影剂的方法和应用]
Sean Fain(威斯康星大学) Recent innovations in polarization of noble gases and solid state biologically active compounds such as 13C-pyruvate have enable new applications of M...
热度：125
Sean Fain(威斯康星大学) Recent innovations in polarization of noble gases and solid state biologically active compounds such as 13C-pyruvate have enable new applications of M...
热度：125
16Factoring nonnegative matrices with linear programs[用线性程序分解非负矩阵]
Victor Bittorf(威斯康星大学) This paper describes a new approach for computing nonnegative matrix factorizations (NMFs) with linear programming. The key idea is a data-driven mode...
热度：46
Victor Bittorf(威斯康星大学) This paper describes a new approach for computing nonnegative matrix factorizations (NMFs) with linear programming. The key idea is a data-driven mode...
热度：46
17Human Simulations of Language Learning[语言学习的人类模拟]
Lila Gleitman, Michael Coen(威斯康星大学) This workshop, explains Michael Coen, is an effort to engender temperate, collaborative discussion of a matter that inspires hot dispute: whether mach...
热度：44
Lila Gleitman, Michael Coen(威斯康星大学) This workshop, explains Michael Coen, is an effort to engender temperate, collaborative discussion of a matter that inspires hot dispute: whether mach...
热度：44
18Octave[八度]
John W. Eaton(威斯康星大学) GNU Octave is a high-level language, primarily intended for numerical computations. It provides a con- venient command line interface for solving line...
热度：83
John W. Eaton(威斯康星大学) GNU Octave is a high-level language, primarily intended for numerical computations. It provides a con- venient command line interface for solving line...
热度：83
19Trees for Regression and Classification[回归和分类的树模型]
Robert Nowak(威斯康星大学) Tree models are widely used for regression and classification problems, with interpretability and ease of implementation being among their chief attri...
热度：73
Robert Nowak(威斯康星大学) Tree models are widely used for regression and classification problems, with interpretability and ease of implementation being among their chief attri...
热度：73
20Optimization Algorithms in Support Vector Machines[支持向量机的优化算法]
Stephen J. Wright(威斯康星大学) This talk presents techniques for nonstationarity detection in the context of speech and audio waveforms, with broad application to any class of time ...
热度：36
Stephen J. Wright(威斯康星大学) This talk presents techniques for nonstationarity detection in the context of speech and audio waveforms, with broad application to any class of time ...
热度：36