Gradient Convergence in Gradient methods with Errors
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[1] V. Fabian. STOCHASTIC APPROXIMATION METHODS , 1960 .
[2] Miss A.O. Penney. (b) , 1974, The New Yale Book of Quotations.
[3] Michel Installe,et al. Stochastic approximation methods , 1978 .
[4] G. Pflug. Stochastic Approximation Methods for Constrained and Unconstrained Systems - Kushner, HJ.; Clark, D.S. , 1980 .
[5] John N. Tsitsiklis,et al. Distributed Asynchronous Deterministic and Stochastic Gradient Optimization Algorithms , 1984, 1984 American Control Conference.
[6] John N. Tsitsiklis,et al. Parallel and distributed computation , 1989 .
[7] Pierre Priouret,et al. Adaptive Algorithms and Stochastic Approximations , 1990, Applications of Mathematics.
[8] Zhi-Quan Luo,et al. On the Convergence of the LMS Algorithm with Adaptive Learning Rate for Linear Feedforward Networks , 1991, Neural Computation.
[9] Harro Walk. Foundations of stochastic approximation , 1992 .
[10] G. Pflug,et al. Stochastic approximation and optimization of random systems , 1992 .
[11] Luo Zhi-quan,et al. Analysis of an approximate gradient projection method with applications to the backpropagation algorithm , 1994 .
[12] Alexei A. Gaivoronski,et al. Convergence properties of backpropagation for neural nets via theory of stochastic gradient methods. Part 1 , 1994 .
[13] Luigi Grippo,et al. A class of unconstrained minimization methods for neural network training , 1994 .
[14] D. Bertsekas,et al. A hybrid incremental gradient method for least squares problems , 1994 .
[15] O. Mangasarian,et al. Serial and parallel backpropagation convergence via nonmonotone perturbed minimization , 1994 .
[16] Dimitri P. Bertsekas,et al. Nonlinear Programming , 1997 .
[17] George Ch. Pflug,et al. Optimization of Stochastic Models , 1996 .
[18] John N. Tsitsiklis,et al. Neuro-Dynamic Programming , 1996, Encyclopedia of Machine Learning.
[19] O. Nelles,et al. An Introduction to Optimization , 1996, IEEE Antennas and Propagation Magazine.
[20] B. Delyon. General results on the convergence of stochastic algorithms , 1996, IEEE Trans. Autom. Control..
[21] Dimitri P. Bertsekas,et al. A New Class of Incremental Gradient Methods for Least Squares Problems , 1997, SIAM J. Optim..
[22] A Orman,et al. Optimization of Stochastic Models: The Interface Between Simulation and Optimization , 2012, J. Oper. Res. Soc..
[23] V. Borkar. Asynchronous Stochastic Approximations , 1998 .
[24] Tamer Basar,et al. Analysis of Recursive Stochastic Algorithms , 2001 .