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stat.ML2015★ 35 cited
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis
Zhuang Ma, Yichao Lu, Dean Foster
Canonical Correlation Analysis (CCA) is a widely used spectral technique for finding correlation structures in multi-view datasets. In this paper, we tackle the problem of large sc…
stat.ML2012★ 1 cited
Optimal Weighting of Multi-View Data with Low Dimensional Hidden States
Yichao Lu, Dean P. Foster
In Natural Language Processing (NLP) tasks, data often has the following two properties: First, data can be chopped into multi-views which has been successfully used for dimension…