开课单位--加州大学
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Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension[随机PCA算法与遗憾的界限,在尺寸的对数]
Manfred K. Warmuth(加州大学) We design an on-line algorithm for Principal Component Analysis. The instances are projected into a probabilistically chosen low dimensional subspace....
热度:86
Manfred K. Warmuth(加州大学) We design an on-line algorithm for Principal Component Analysis. The instances are projected into a probabilistically chosen low dimensional subspace....
热度:86
![](functions/showpic.php?filename=2018122307134361.jpg)
Fast Non-uniform Deblurring using Constrained Camera Pose Subspace[使用约束相机姿态子空间的快速非均匀去模糊]
Zhe Hu(加州大学) Camera shake during exposure time often results in non-uniform blur across the entire image. Recent algorithms model the non-uniform blurry image as a...
热度:53
Zhe Hu(加州大学) Camera shake during exposure time often results in non-uniform blur across the entire image. Recent algorithms model the non-uniform blurry image as a...
热度:53
![](functions/showpic.php?filename=2017032805291316.png)
Statistical Relational Learning - Part 3[统计关系学习-第3部分]
Lise Getoor(加州大学) Statistical relational learning raises many new challenges and opportunities. Because the statistical model depends on the domain's relational str...
热度:40
Lise Getoor(加州大学) Statistical relational learning raises many new challenges and opportunities. Because the statistical model depends on the domain's relational str...
热度:40
![](functions/showpic.php?filename=2016022612541266.png)
Trees, Arrays, Networks and Optimization for Finding Patterns in Biological Sequences[树阵,在生物序列中查找模式,网络优化]
Dan Gusfield(加州大学) a) The use of suffix trees and integer programming for finding optimal virus signatures. b) A current treatment of suffix-arrays and their uses. In th...
热度:69
Dan Gusfield(加州大学) a) The use of suffix trees and integer programming for finding optimal virus signatures. b) A current treatment of suffix-arrays and their uses. In th...
热度:69
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Identifying Suspicious URLs: An Application of Large-Scale Online Learning[识别可疑URL:大规模在线学习的应用]
Justin Ma(加州大学) This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based featu...
热度:73
Justin Ma(加州大学) This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based featu...
热度:73
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Ranking by Stealing Human Cycles[通过窃取人类周期排名]
Tingfan Wu(加州大学) Ranking objects is a challenging task for machines. The main difficulty is that some characteristics of interest lack objective criteria. As the Inter...
热度:49
Tingfan Wu(加州大学) Ranking objects is a challenging task for machines. The main difficulty is that some characteristics of interest lack objective criteria. As the Inter...
热度:49
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Toward joint segmentation and classification of dialog acts in multiparty meetings[对关节的分割和多方会议的对话行为分类]
Matthias Zimmermann(加州大学) We present baseline results for the joint segmentation and classification of dialog acts (DAs) of the ICSI Meeting Corpus. Two simple approaches based...
热度:52
Matthias Zimmermann(加州大学) We present baseline results for the joint segmentation and classification of dialog acts (DAs) of the ICSI Meeting Corpus. Two simple approaches based...
热度:52
![](functions/showpic.php?filename=2015110904020316.jpg)
Fast Support Vector Machine Training and Classification on Graphics Processors[快速的支持向量机的训练与分类上的图形处理器]
Bryan Catanzaro(加州大学) Recent developments in programmable, highly parallel Graphics Processing Units (GPUs) have enabled high performance implementations of machine learnin...
热度:57
Bryan Catanzaro(加州大学) Recent developments in programmable, highly parallel Graphics Processing Units (GPUs) have enabled high performance implementations of machine learnin...
热度:57
![](functions/showpic.php?filename=2016060302471113.png)
Chordal Sparsity in Semidefinite Programming and Machine Learning[半定规划和机器学习中的弦稀疏]
Lieven Vandenberghe(加州大学) Chordal graphs play a fundamental role in algorithms for sparse matrix factorization, graphical models, and matrix completion problems. In matrix opti...
热度:56
Lieven Vandenberghe(加州大学) Chordal graphs play a fundamental role in algorithms for sparse matrix factorization, graphical models, and matrix completion problems. In matrix opti...
热度:56
![](functions/showpic.php?filename=2020060603181795.png)