Learning the Structure of Sum-Product Networks via an SVD-based Algorithm
暂无分享,去创建一个
[1] Yann LeCun,et al. Regularization of Neural Networks using DropConnect , 2013, ICML.
[2] Francis R. Bach,et al. Consistency of the group Lasso and multiple kernel learning , 2007, J. Mach. Learn. Res..
[3] Franz Pernkopf,et al. Greedy Part-Wise Learning of Sum-Product Networks , 2013, ECML/PKDD.
[4] Zohreh Azimifar,et al. Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds , 2011, Pattern Recognit..
[5] Pietro Perona,et al. Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories , 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.
[6] Bernhard Schölkopf,et al. Measuring Statistical Dependence with Hilbert-Schmidt Norms , 2005, ALT.
[7] Pedro M. Domingos,et al. Discriminative Learning of Sum-Product Networks , 2012, NIPS.
[8] Michael I. Jordan,et al. Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces , 2004, J. Mach. Learn. Res..
[9] Pedro M. Domingos,et al. Learning Selective Sum-Product Networks , 2014 .
[10] Dan Ventura,et al. Learning the Architecture of Sum-Product Networks Using Clustering on Variables , 2012, NIPS.
[11] Geoffrey E. Hinton,et al. Deep Boltzmann Machines , 2009, AISTATS.
[12] Le Song,et al. Supervised feature selection via dependence estimation , 2007, ICML '07.
[13] Ali Ghodsi,et al. Nonnegative matrix factorization via rank-one downdate , 2008, ICML '08.
[14] Pedro M. Domingos,et al. Sum-product networks: A new deep architecture , 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).
[15] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[16] Daniel Lowd,et al. Learning Sum-Product Networks with Direct and Indirect Variable Interactions , 2014, ICML.
[17] Ayhan Demiriz,et al. Linear Programming Boosting via Column Generation , 2002, Machine Learning.
[18] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[19] Simon Haykin,et al. GradientBased Learning Applied to Document Recognition , 2001 .
[20] Pedro M. Domingos,et al. Learning Tractable Statistical Relational Models , 2014, StarAI@AAAI.
[21] Jonathan J. Hull,et al. A Database for Handwritten Text Recognition Research , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Pedro M. Domingos,et al. Learning the Structure of Sum-Product Networks , 2013, ICML.
[23] Byoung-Tak Zhang,et al. Online Incremental Structure Learning of Sum-Product Networks , 2013, ICONIP.