图 书 馆开课单位--微软公司
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111A Spectral Algorithm for Latent Dirichlet Allocation[一种潜在dirichlet分配谱算法]
Daniel Hsu(微软公司) Topic modeling is a generalization of clustering that posits that observations (words in a document) are generated by \emph{multiple} latent factors (...
热度：48
Daniel Hsu(微软公司) Topic modeling is a generalization of clustering that posits that observations (words in a document) are generated by \emph{multiple} latent factors (...
热度：48
112Hierarchical sampling for active learning[主动学习的分层抽样]
Daniel Hsu(微软公司) We present an active learning scheme that exploits cluster structure in data.
热度：61
Daniel Hsu(微软公司) We present an active learning scheme that exploits cluster structure in data.
热度：61
113Practical Guide to Controlled Experiments on the Web: Listen to Your Customers not to the HiPPO [网上受控实验实用指南：倾听客户的意见，而不是HiPPO]
Ron Kohavi(微软公司) The web provides an unprecedented opportunity to evaluate ideas quickly using controlled experiments, also called randomized experiments (single-facto...
热度：55
Ron Kohavi(微软公司) The web provides an unprecedented opportunity to evaluate ideas quickly using controlled experiments, also called randomized experiments (single-facto...
热度：55
114Selecting Diverse Features via Spectral Regularization[通过光谱正则化选择不同的特征]
Abhimanyu Das(微软公司) We study the problem of diverse feature selection in linear regression: selecting a small subset of diverse features that can predict a given objectiv...
热度：51
Abhimanyu Das(微软公司) We study the problem of diverse feature selection in linear regression: selecting a small subset of diverse features that can predict a given objectiv...
热度：51
115Embracing Uncertainty: Applied Machine Learning Comes of Age[拥抱不确定性：应用机器学习成为时代]
Christopher Bishop(微软公司) Over the last decade the number of deployed applications of machine learning has grown rapidly, with examples in domains ranging from recommendation s...
热度：35
Christopher Bishop(微软公司) Over the last decade the number of deployed applications of machine learning has grown rapidly, with examples in domains ranging from recommendation s...
热度：35
116Detecting Text in Natural Scenes with Stroke Width Transform[用笔画宽度变换检测自然场景中的文本]
Boris Epshtein(微软公司) We present a novel image operator that seeks to find the value of stroke width for each image pixel, and demonstrate its use on the task of text detec...
热度：107
Boris Epshtein(微软公司) We present a novel image operator that seeks to find the value of stroke width for each image pixel, and demonstrate its use on the task of text detec...
热度：107
117Cloud computing: A productivity opportunity, a policy challenge!?[云计算：生产力机遇，政策挑战！]
Wilfried Grommen(微软公司) Cloud computing, or software services on the internet are “the” new wave in computing. This is the natural evolution of ICT towards a util...
热度：29
Wilfried Grommen(微软公司) Cloud computing, or software services on the internet are “the” new wave in computing. This is the natural evolution of ICT towards a util...
热度：29
118Oracle inequalities for computationally budgeted model selection[用于计算预算模型选择的Oracle不等式]
Alekh Agarwal(微软公司) We analyze general model selection procedures using penalized empirical loss minimization under computational constraints. While classical model selec...
热度：177
Alekh Agarwal(微软公司) We analyze general model selection procedures using penalized empirical loss minimization under computational constraints. While classical model selec...
热度：177
119Sample Complexity Bounds for Differentially Private Learning[个体差异学习的样本复杂性界限]
Daniel Hsu(微软公司) We study the problem of privacy-preserving classification – namely, learning a classifier from sensitive data, while still preserving the privac...
热度：59
Daniel Hsu(微软公司) We study the problem of privacy-preserving classification – namely, learning a classifier from sensitive data, while still preserving the privac...
热度：59
120Incompatibilities between PAC-Bayes and Exploration[PAC贝叶斯和勘探之间的不兼容性]
John Langford(微软公司) author: John Langford, Microsoft Research published: April 14, 2010, recorded: March 2010, views: 100 Categories Top » Comput...
热度：36
John Langford(微软公司) author: John Langford, Microsoft Research published: April 14, 2010, recorded: March 2010, views: 100 Categories Top » Comput...
热度：36