The "weight smoothing" regularization of MLP for Jacobian stabilization
暂无分享,去创建一个
Noëlle A. Scott | Filipe Aires | Michel Schmitt | Alain Chédin | F. Aires | M. Schmitt | A. Chédin | N. Scott
[1] A. N. Tikhonov,et al. Solutions of ill-posed problems , 1977 .
[2] Tomaso A. Poggio,et al. Regularization Theory and Neural Networks Architectures , 1995, Neural Computation.
[3] Christopher M. Bishop,et al. Current address: Microsoft Research, , 2022 .
[4] Michael I. Jordan,et al. Forward Models: Supervised Learning with a Distal Teacher , 1992, Cogn. Sci..
[5] Jun-Ho Oh,et al. Hybrid Learning of Mapping and its Jacobian in Multilayer Neural Networks , 1996, Neural Computation.
[6] C. Rodgers,et al. Retrieval of atmospheric temperature and composition from remote measurements of thermal radiation , 1976 .
[7] David L. Phillips,et al. A Technique for the Numerical Solution of Certain Integral Equations of the First Kind , 1962, JACM.
[8] Alexander Linden,et al. Inversion of neural networks by gradient descent , 1990, Parallel Comput..
[9] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[10] Harris Drucker,et al. Improving generalization performance using double backpropagation , 1992, IEEE Trans. Neural Networks.
[11] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[12] Christopher M. Bishop,et al. Curvature-driven smoothing: a learning algorithm for feedforward networks , 1993, IEEE Trans. Neural Networks.
[13] Elie Bienenstock,et al. Neural Networks and the Bias/Variance Dilemma , 1992, Neural Computation.
[14] Alain Chedin,et al. Réseaux de neurones multi-couches pour la restitution de variables thermodynamiques atmosphériques à l'aide de sondeurs verticaux satellitaires , 1993 .
[15] A. Chedin,et al. The Improved Initialization Inversion Method: A High Resolution Physical Method for Temperature Retrievals from Satellites of the TIROS-N Series. , 1985 .
[16] F. Girosi,et al. Networks for approximation and learning , 1990, Proc. IEEE.
[17] G. Wahba,et al. Generalized Inverses in Reproducing Kernel Spaces: An Approach to Regularization of Linear Operator Equations , 1974 .
[18] A. Chedin,et al. A Fast Line-by-Line Method for Atmospheric Absorption Computations: The Automatized Atmospheric Absorption Atlas , 1981 .