开课单位--卡内基梅隆大学
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Minimax Localization of Structural Information in Large Noisy Matrices[大噪声矩阵中结构信息的极小极大局部化]
Sivaraman Balakrishnan(卡内基梅隆大学) We consider the problem of identifying a sparse set of relevant columns and rows in a large data matrix with highly corrupted entries. This problem of...
热度:17
Sivaraman Balakrishnan(卡内基梅隆大学) We consider the problem of identifying a sparse set of relevant columns and rows in a large data matrix with highly corrupted entries. This problem of...
热度:17
![](functions/showpic.php?filename=2017031305333932.png)
On a Theory of Similarity Functions for Learning and Clustering[相似度函数的理论学习和聚类]
Avrim Blum(卡内基梅隆大学) Kernel methods have become powerful tools in machine learning. They perform well in many applications, and there is also a well-developed theory of wh...
热度:29
Avrim Blum(卡内基梅隆大学) Kernel methods have become powerful tools in machine learning. They perform well in many applications, and there is also a well-developed theory of wh...
热度:29
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Doulion: Counting Triangles in Massive Graphs with a Coin[Doulion:在大规模计算三角形图中使用硬币]
Tsourakakis Charalampos E(卡内基梅隆大学) Counting the number of triangles in a graph is a beautiful algorithmic problem which has gained importance over the last years due to its significant ...
热度:30
Tsourakakis Charalampos E(卡内基梅隆大学) Counting the number of triangles in a graph is a beautiful algorithmic problem which has gained importance over the last years due to its significant ...
热度:30
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Leveraging Temporal Dynamics of Document Content in Relevance Ranking[利用相关主题中文档内容的时间动态]
Jonathan Elsas(卡内基梅隆大学) Many web documents are dynamic, with content changing in varying amounts at varying frequencies. However, current document search algorithms have a st...
热度:16
Jonathan Elsas(卡内基梅隆大学) Many web documents are dynamic, with content changing in varying amounts at varying frequencies. However, current document search algorithms have a st...
热度:16
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REGO: Rank-based estimation of Renyi information using Euclidean graph optimization[基于“政府改造”:等级的评估使用欧几里德Renyi信息图的优化]
Barnabás Póczos(卡内基梅隆大学) We propose a new method for a non-parametric estimation of Renyi and Shannon information for a multivariate distribution using a corresponding copula,...
热度:14
Barnabás Póczos(卡内基梅隆大学) We propose a new method for a non-parametric estimation of Renyi and Shannon information for a multivariate distribution using a corresponding copula,...
热度:14
![](functions/showpic.php?filename=2018030808454155.jpg)
On the Estimation of alpha-Divergences[关于α分歧的估计]
Barnabás Póczos(卡内基梅隆大学) We propose new nonparametric, consistent Renyi-alpha and Tsallis-alpha divergence estimators for continuous distributions. Given two independent and i...
热度:13
Barnabás Póczos(卡内基梅隆大学) We propose new nonparametric, consistent Renyi-alpha and Tsallis-alpha divergence estimators for continuous distributions. Given two independent and i...
热度:13
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Mining Billion-node Graphs: Patterns, Generators and Tools[挖掘十亿节点图:模式、生成器和工具]
Christos Faloutsos(卡内基梅隆大学) What do graphs look like? How do they evolve over time? How to handle a graph with a billion nodes? We present a comprehensive list of static and temp...
热度:41
Christos Faloutsos(卡内基梅隆大学) What do graphs look like? How do they evolve over time? How to handle a graph with a billion nodes? We present a comprehensive list of static and temp...
热度:41
![](functions/showpic.php?filename=2018041409280563.jpg)
Sample Complexity for Multiresolution ICA[多分辨率ICA的样本复杂度]
Doru Balcan(卡内基梅隆大学) Sample Complexity for Multiresolution ICA
热度:66
Doru Balcan(卡内基梅隆大学) Sample Complexity for Multiresolution ICA
热度:66
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Crawl Ordering by Search Impact[搜索影响下的爬行排序]
Sandeep Pandey(卡内基梅隆大学) Crawl Ordering by Search Impact
热度:45
Sandeep Pandey(卡内基梅隆大学) Crawl Ordering by Search Impact
热度:45
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ICWSM 2009 Opening Remarks[网络博客与社交媒体会议 2009开幕词]
William Cohen(卡内基梅隆大学) 3rd International AAAI Conference on Weblogs and Social Media (ICWSM), San Jose 2009
热度:24
William Cohen(卡内基梅隆大学) 3rd International AAAI Conference on Weblogs and Social Media (ICWSM), San Jose 2009
热度:24