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Linear Bandits in High Dimension and Recommendation Systems
Services automation browsing space
2015/8/21
A large number of online services provide automated recommendations to help users to navigate through a large collection of items. New items (products, videos, songs, advertisements) are suggested on ...
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension
Predictive Correlation Screening Application Two-stage Predictor Design High Dimension
2013/4/27
We introduce a new approach to variable selection, called Predictive Correlation Screening, for predictor design. Predictive Correlation Screening (PCS) implements false positive control on the select...
Discovering findings that replicate from a primary study of high dimension to a follow-up study
False discovery rate genome-wide association studies meta-analysis multiple comparisons replicability analysis
2012/9/18
We consider the problem of identifying whether findings replicate from one study of high dimension to another, when the primary study guides the selection of hy-potheses to be examined in the follow-u...
Quantum secure direct communication with high dimension quantum superdense coding
量子直接安全通讯 高维GHZ态
2007/6/18
该文提出了一个利用高维量子密集编码的量子直接通讯方案。本方案结合了块传输、量子乒乓直接通讯和量子密集编码的思想。这个方案具有安全和高的源容量的优点。