XU, Lei

Selected Publications:

• L. Xu. Advances on BYY Harmony Learning: Information Theoretic Perspective, Generalized Projection Geometry, and Independent Factor Auto-determination. IEEE Trans on Neural Networks, 15(4}:885-902, 2004. (further results on the topics related to this one can be found in papers on Neural Networks, 15(8-9):1125-1251, 2002; Intl J. Neural Systems, 11:3-69, 2001; Pattern Recognition Letters, 18:1167-117, 1997).
• L. Xu. Temporal BYY Learning, Identifiable State Space, and Space Dimension Determination. IEEE Trans. on Neural Networks, 15(5):1276-1295, 2004 (further results on the topics related to this one can be found in papers on IEEE Trans. on Neural Networks, 12(4):822-849, 2001 and IEEE Trans on Signal Processing, 48(7):2132-2144, 2000).
• L. Xu, and M.I.Jordan. On convergence properties of the EM algorithm for gaussian mixtures. Neural Computation, 1:129-151, 1996 (further results on the topics related to this one can be found in papers on Neural Computation, 12:2881-2907; Neural Networks, 8:1409-1431, 1995 and IEEE Trans. on System, Man and Cybernetics, SMC-22(3):418-435, 1992).
• L. Xu. Least MSE Reconstruction: A Principle for Self-Organizing Nets. Neural Networks, 6:627-648, the Joint official Journal of International Neural Network Society, European Neural Network Society and Japanese Neural Network Society, 1993 (further results on the topics related to this one can be found in IEEE Transactions on Neural Networks, 6:131-143, 1995).
• L. Xu, and E. Oja. Randomized Hough Transform (RHT): Basic Mechanisms, Algorithms and Complexities. Computer Vision, Graphics, and Image Processing: Image Understanding, 57(2):131-154, 1993 ( further results on the topics related to this one can be found in papers on Image and Vision Computing, 5:239-252, 1994; Pattern Recognition Letters, 11:331-338, 1990).