开课单位--加利福尼亚大学
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Model Reduction for Parameter Estimation[参数估计的模型简化]
Eric Mjolsness(加利福尼亚大学) Estimating parameters in biochemical network models is a central but often difficult problem. A general approach that may be worth developing further ...
热度:53
Eric Mjolsness(加利福尼亚大学) Estimating parameters in biochemical network models is a central but often difficult problem. A general approach that may be worth developing further ...
热度:53
![](functions/showpic.php?filename=2019072603264356.png)
Continuous-Time Regression Models for Longitudinal Networks[纵向网络的连续时间回归模型]
Arthur Asuncion(加利福尼亚大学) The development of statistical models for continuous-time longitudinal network data is of increasing interest in machine learning and social science. ...
热度:53
Arthur Asuncion(加利福尼亚大学) The development of statistical models for continuous-time longitudinal network data is of increasing interest in machine learning and social science. ...
热度:53
![](functions/showpic.php?filename=2019072603223331.png)
High-Dimensional Graphical Model Selection[高维图形模型选择]
Animashree Anandkumar(加利福尼亚大学) We consider the problem of Ising and Gaussian graphical model selection given n i.i.d. samples from the model. We propose an efficient threshold-based...
热度:45
Animashree Anandkumar(加利福尼亚大学) We consider the problem of Ising and Gaussian graphical model selection given n i.i.d. samples from the model. We propose an efficient threshold-based...
热度:45
![](functions/showpic.php?filename=2019072603023519.png)
Vision-Based Control, Control-Based Vision, and the Information Knot That Ties Them [基于视觉的控制、基于控制的视觉以及将它们联系起来的信息结]
Stefano Soatto(加利福尼亚大学) The purpose of this tutorial is to explore the interplay between sensing and control, to highlight the "information knot" that ties them, an...
热度:36
Stefano Soatto(加利福尼亚大学) The purpose of this tutorial is to explore the interplay between sensing and control, to highlight the "information knot" that ties them, an...
热度:36
![](functions/showpic.php?filename=2019072503034545.png)
Learning concept graphs from text with stick-breaking priors[从前所未有的文本中学习概念图]
America Chambers(加利福尼亚大学) We present a generative probabilistic model for learning general graph structures, which we term concept graphs, from text. Concept graphs provide a v...
热度:59
America Chambers(加利福尼亚大学) We present a generative probabilistic model for learning general graph structures, which we term concept graphs, from text. Concept graphs provide a v...
热度:59
![](functions/showpic.php?filename=2019061207240742.png)
Global and Regional Climate Change: Underlying Science and Emerging Riddles[全球和区域气候变化:潜在的科学和新兴的谜语]
Veerabhadran Ramanathan(加利福尼亚大学) Veerabhadran Ramanathan recaps 35 years of key findings, and brings his audience up to date on the latest climate data, models, and observations which...
热度:66
Veerabhadran Ramanathan(加利福尼亚大学) Veerabhadran Ramanathan recaps 35 years of key findings, and brings his audience up to date on the latest climate data, models, and observations which...
热度:66
![](functions/showpic.php?filename=2019052109151716.png)
The Second Law and Biophysics[第二定律与生物物理学]
Kenneth Dill(加利福尼亚大学) “Biology is messy,” says Kenneth Dill, and it’s “heavily about entropy.” Just look at how biological systems repeat entr...
热度:87
Kenneth Dill(加利福尼亚大学) “Biology is messy,” says Kenneth Dill, and it’s “heavily about entropy.” Just look at how biological systems repeat entr...
热度:87
![](functions/showpic.php?filename=2019051109100185.png)
Topic Dynamics: An Alternative Model of Bursts in Streams of Topics[主题动力学:主题流中突发事件的替代模型 ]
Dan He(加利福尼亚大学) For some time there has been increasing interest in the problem of monitoring the occurrence of topics in a stream of events, such as a stream of news...
热度:71
Dan He(加利福尼亚大学) For some time there has been increasing interest in the problem of monitoring the occurrence of topics in a stream of events, such as a stream of news...
热度:71
![](functions/showpic.php?filename=2019051001514049.png)
Finding a Team of Experts in Social Networks[在社交网络中寻找专家团队 ]
Theodoros Lappas(加利福尼亚大学) Given a task T, a pool of individuals X with different skills, and a social network G that captures the compatibility among these individuals, we stud...
热度:58
Theodoros Lappas(加利福尼亚大学) Given a task T, a pool of individuals X with different skills, and a social network G that captures the compatibility among these individuals, we stud...
热度:58
![](functions/showpic.php?filename=2019051001074620.png)
A Principled and Flexible Framework for Finding Alternative Clusterings[一个原则性的、灵活的寻找替代集群的框架 ]
Ian Davidson(加利福尼亚大学) The aim of data mining is to find novel and actionable insights in data. However, most algorithms typically just find a single (possibly non-novel/act...
热度:24
Ian Davidson(加利福尼亚大学) The aim of data mining is to find novel and actionable insights in data. However, most algorithms typically just find a single (possibly non-novel/act...
热度:24