开课单位--斯坦福大学
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Linear Algebra and Machine Learning of Large Informatics Graphs[大型信息图的线性代数与机器学习]
Michael Mahoney(斯坦福大学) Very large informatics graphs such as large social and information networks typically have properties that render many popular machine learning and da...
热度:56
Michael Mahoney(斯坦福大学) Very large informatics graphs such as large social and information networks typically have properties that render many popular machine learning and da...
热度:56
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Diffusion and Cascading Behaviour in Networks[网络中的扩散和级联行为]
Jure Leskovec(斯坦福大学) Diffusion is a process by which information, viruses, ideas and new behavior spread over the network. For example, adoption of a new technology begins...
热度:188
Jure Leskovec(斯坦福大学) Diffusion is a process by which information, viruses, ideas and new behavior spread over the network. For example, adoption of a new technology begins...
热度:188
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Lecture 4: Nullspace Of A Matrix(Continued)[讲座4:矩阵的零空间(续)]
Stephen P. Boyd(斯坦福大学) Okay, the next is that we have gotten more than just a handful of sort of requests or suggestions to do something like a linear algebra or matrix revi...
热度:76
Stephen P. Boyd(斯坦福大学) Okay, the next is that we have gotten more than just a handful of sort of requests or suggestions to do something like a linear algebra or matrix revi...
热度:76
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STAIR: The STanford Artificial Intelligence Robot Project[stair:斯坦福人工智能机器人项目]
Andrew Ng,(斯坦福大学) This talk will describe the STAIR home assistant robot project, and the satellite projects that led to key STAIR components such as (1) robotic graspi...
热度:84
Andrew Ng,(斯坦福大学) This talk will describe the STAIR home assistant robot project, and the satellite projects that led to key STAIR components such as (1) robotic graspi...
热度:84
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Cost-effective Outbreak Detection in Networks [网络中经济有效的暴发检测]
Jure Leskovec(斯坦福大学) Given a water distribution network, where should we place sensors to quickly detect contaminants? Or, which blogs should we read to avoid missing impo...
热度:77
Jure Leskovec(斯坦福大学) Given a water distribution network, where should we place sensors to quickly detect contaminants? Or, which blogs should we read to avoid missing impo...
热度:77
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Geometric Tools for Graph Mining of Large Social and Information Networks[对于大的社会和信息网络图挖掘几何工具]
Michael Mahoney(斯坦福大学) The tutorial will cover recent algorithmic and statistical work on identifying and exploiting "geometric" structure in large informatics gra...
热度:87
Michael Mahoney(斯坦福大学) The tutorial will cover recent algorithmic and statistical work on identifying and exploiting "geometric" structure in large informatics gra...
热度:87
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Machine Learning of Language from Distributional Evidence[分布式证据语言的机器学习]
Chris Manning(斯坦福大学) Christopher Manning thinks linguistics went astray in the 20th century when it searched “for homogeneity in language, under the misguided assump...
热度:118
Chris Manning(斯坦福大学) Christopher Manning thinks linguistics went astray in the 20th century when it searched “for homogeneity in language, under the misguided assump...
热度:118
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Uncertainties in Climate Forecasts: Causes, Magnitudes and Policy Implications[在气候预测中的不确定性:原因,幅度和政策的影响]
Stephen Schneider(斯坦福大学) As one of the lead researchers in the ongoing Intergovernmental Panel on Climate Change (IPCC), which informs the UN Framework Convention on Climate C...
热度:69
Stephen Schneider(斯坦福大学) As one of the lead researchers in the ongoing Intergovernmental Panel on Climate Change (IPCC), which informs the UN Framework Convention on Climate C...
热度:69
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Regret-based Online Ranking for a Growing Digital Library[一个不断发展的数字图书馆的后悔在线排名]
Erick Delage(斯坦福大学) The most common environment in which ranking is used takes a very specific form. Users sequentially generate queries in a digital library. For each qu...
热度:55
Erick Delage(斯坦福大学) The most common environment in which ranking is used takes a very specific form. Users sequentially generate queries in a digital library. For each qu...
热度:55