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Imposing constraints on the output of a Deep Neural Net is one way to improve the quality of its predictions while loosening the requirements for labeled training data.
On the numerical solution of the equation by which in technical questions frequencies of small oscillations of material systems are determined
A. N. Krylov · 1931
Earlier work this paper cites.
Solution of sparse indefinite systems of linear equations
C. C. Paige and M. A. Saunders · 1975
Earlier work this paper cites.
Practical Optimization
P. Gill, W. Murray, and M. Wright · 1981
Earlier work this paper cites.
GMRES: A generalized minimal residual algorithm for solving nonsymmetric linear systems
Y. Saad and M. H. Schultz · 1986
Earlier work this paper cites.
Practical Methods of Optimization
R. Fletcher · 1987
Earlier work this paper cites.
Constrained differential optimization
J. C. Platt and A. H. Barr · 1988
Earlier work this paper cites.
Lagrange programming neural networks
S. Zhang and A. Constantinides · 1992
Earlier work this paper cites.
Fast exact multiplication by the Hessian
B. A. Pearlmutter · 1994
Earlier work this paper cites.
Theano: a CPU and GPU math expression compiler
J. Bergstra, O. Breuleux, F. Bastien, P. Lamblin, R. Pascanu, G. Desjardins, J. Turian, D. Warde-Farley, and Y. Bengio · 2010
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O. Vinyals and D. Povey · 2012
Later among the works it cites.
Adadelta: An adaptive learning rate method
M. D. Zeiler · 2012
Later among the works it cites.
Theano optimize
R. Pascanu · 2013
Later among the works it cites.
Human3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
C. Ionescu, D. Papava, V. Olaru, and C. Sminchisescu · 2014
Later among the works it cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
Later among the works it cites.
Constrained convolutional neural networks for weakly supervised segmentation
D. Pathak, P. Krähenbühl, and T. Darrell · 2015
Later among the works it cites.
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