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All publications by Yichao Lu
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Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis
Zhuang Ma, Yichao Lu and Dean Foster
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


large scale canonical correlation analysis with iterative least squares
Yichao Lu and Dean P. Foster
Advances in Neural Information Processing Systems 27, 2014


Faster Ridge Regression via the Subsampled Randomized Hadamard Transform
Yichao Lu, Paramveer Dhillon, Dean P. Foster and Lyle Ungar
Advances in Neural Information Processing Systems 26, 2013


New Subsampling Algorithms for Fast Least Squares Regression
Paramveer Dhillon, Yichao Lu, Dean P. Foster and Lyle Ungar
Advances in Neural Information Processing Systems 26, 2013