Results 11 to 20 of about 653,908 (276)
Basic bounds on cluster error using distortion-rate
Machine Learning with Applications, 2021 Clustering is a popular type of unsupervised learning technique that performs natural groupings on samples to generate probably approximately correct groups.
JR. Bhatnagar
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Error bounds in stochastic-geometric normal approximation [PDF]
Discrete Mathematics & Theoretical Computer Science, 2008 We provide normal approximation error bounds for sums of the form $\sum_x \xi_x$, indexed by the points $x$ of a Poisson process (not necessarily homogeneous) in the unit $d$-cube, with each term $\xi_x$ determined by the configuration of Poisson points ...
Mathew Penrose, Tom Rosoman
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A Novel Numerical Method for Computing Subdivision Depth of Quaternary Schemes
Mathematics, 2021 In this paper, an advanced computational technique has been presented to compute the error bounds and subdivision depth of quaternary subdivision schemes.
Aamir Shahzad +5 more
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Generalization Bounds via Information Density and Conditional Information Density [PDF]
, 2020 We present a general approach, based on an exponential inequality, to derive bounds on the generalization error of randomized learning algorithms. Using this approach, we provide bounds on the average generalization error as well as bounds on its tail ...
Durisi, Giuseppe, Hellström, Fredrik
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Some characterizations of error bound for non-lower semicontinuous functions
Journal of Inequalities and Applications, 2019 In this paper, we study the error bound of non-lower semicontinuous functions. First, we extend the concepts of strong slope and global slope to the non-lower semicontinuous functions.
Miantao Chao +2 more
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A posteriori error bounds for discontinuous Galerkin methods for quasilinear parabolic problems [PDF]
, 2009 We derive a posteriori error bounds for a quasilinear parabolic problem, which is approximated by the $hp$-version interior penalty discontinuous Galerkin method (IPDG). The error is measured in the energy norm.
Anthonissen, M.J.H. +5 more
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Bounds on Autonomous Quantum Error Correction [PDF]
QuantumAutonomous quantum memories are a way to passively protect quantum information using engineered dissipation that creates an “always-on'' decoder. We analyze Markovian autonomous decoders that can be implemented with a wide range of qubit and bosonic ...
Oles Shtanko +4 more
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Effect of Signal-Dependent Shot Noise on Visible Light Positioning
IEEE Photonics Journal, 2022 This paper investigates the error bounds for position estimation in downlink visible light communication (VLC) systems. More precisely, we use Cramér-Rao lower bounds (CRLBs) to study the effect of signal-dependent shot noise (SDSN) on the error ...
Ahmad Cheema, Malek Alsmadi, Salama Ikki
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Strict lower bounds with separation of sources of error in non-overlapping domain decomposition methods [PDF]
, 2016 This article deals with the computation of guaranteed lower bounds of the error in the framework of finite element (FE) and domain decomposition (DD) methods.
Gosselet, Pierre +2 more
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Journal of Inequalities and Applications, 2022 Global error bounds of the extended vertical linear complementarity problems for Dashnic–Zusmanovich (DZ) matrices and Dashnic–Zusmanovich-B (DZ-B) matrices are presented, respectively.
Yingxia Zhao, Deshu Sun
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