Patrick O. Perry

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  • Consistent biclustering. With C. J. Flynn. Submitted.
  • Null models for network data. With P. J. Wolfe. Submitted.
  • Point process modeling for directed interaction networks. With P. J. Wolfe. Journal of the Royal Statistical Society - Series B, to appear.
  • The singular value decomposition and high-dimensional data. With G. I. Allen. Encyclopedia of Environmetrics, second edition, A. H. El-Shaarawi and W. Piegorsch (eds.), John Wiley & Sons, Chichester, UK, 2469-2472, 2012.
  • Regularized Laplacian estimation and fast eigenvector approximation. With M. W. Mahoney. Advances in Neural Information Processing Systems, 24: 2420-2428, 2011.
  • Minimax rank estimation for subspace tracking. With P. J. Wolfe. IEEE Journal of Selected Topics in Signal Processing, 4(3):504-513, 2010.
  • A rotation test to verify latent structure. With A. B. Owen. Journal of Machine Learning Research, 11:603-624, 2010.
  • Cross-validation for unsupervised learning. PhD thesis, Stanford University. 2009.
  • Bi-cross-validation of the SVD and the non-negative matrix factorization. With A. B. Owen. Annals of Applied Statistics, 3(2):564-594, 2009.