Results 11 to 20 of about 5,012,670 (186)
Majorization and singular values. III [PDF]
Linear Algebra and its Applications, 1991 We obtain a majorization inequality which relates the singular values of a complex square matrix A and those of TA where T is a linear map. The inequality takes a particularly simple form if T is positive.
Bapat, R. B., Bapat, R.B.
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Max-Plus Singular Values [PDF]
, 2014 In this paper we prove a new characterization of the max-plus singular values of a max- plus matrix, as the max-plus eigenvalues of an associated max-plus matrix pencil.
Hook, James
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Singular Vectors From Singular Values
CoRR, 2020 8 ...
Weiwei Xu, Michael K. Ng 0001
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Adaptive shrinkage of singular values [PDF]
Statistics and Computing, 2015 To recover a low rank structure from a noisy matrix, truncated singular value decomposition has been extensively used and studied. Recent studies suggested that the signal can be better estimated by shrinking the singular values. We pursue this line of research and propose a new estimator offering a continuum of thresholding and shrinking functions. To
Josse, Julie, Sardy, Sylvain
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Singular Value Decomposition of Complexes [PDF]
SIAM Journal on Applied Algebra and Geometry, 2019 Singular value decompositions of matrices are widely used in numerical linear algebra with many applications. In this paper, we extend the notion of singular value decompositions to finite complexes of real vector spaces. We provide two methods to compute them and present several applications.
Danielle A. Brake +4 more
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Singular Values for ReLU Layers [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2020 Despite their prevalence in neural networks we still lack a thorough theoretical characterization of ReLU layers. This paper aims to further our understanding of ReLU layers by studying how the activation function ReLU interacts with the linear component of the layer and what role this interaction plays in the success of the neural network in achieving
Sören Dittmer +2 more
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On Instability Analysis of Linear Feedback Systems
Computation, 2020 The numerical approximation of the μ -value is key towards the measurement of instability, stability analysis, robustness, and the performance of linear feedback systems in system theory.
Mutti-Ur Rehman, Jehad Alzabut
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Stability of singular jump-linear systems with a large state space : a two-time-scale approach [PDF]
, 2012 This paper considers singular systems that involve both continuous dynamics and discrete events with the coefficients being modulated by a continuous-time Markov chain. The underlying systems have two distinct characteristics.
Yuan, Chenggui +3 more
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General Relativity and Gravitation, 1995 5 pages, no figures; a few clarifying comments ...
Horowitz, Gary T., Myers, Robert
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Trace formulae and singular values of resolvent power differences of self-adjoint elliptic operators [PDF]
, 2013 In this note self-adjoint realizations of second order elliptic differential expressions with non-local Robin boundary conditions on a domain Ω⊂Rn with smooth compact boundary are studied. A Schatten--von Neumann type estimate for the singular values of
Lotoreichik, Vladimir +2 more
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