On the Convergence of the Benjamini–Hochberg Procedure
The Benjamini–Hochberg procedure is one of the most used scientific methods up to date. It is widely used in the field of genetics and other areas where the problem of multiple comparison arises frequently. In this paper we show that under fairly general
Dean Palejev, Mladen Savov
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On stochastic accelerated gradient with convergence rate
This article studies the regression learning problem from given sample data by using stochastic approximation (SA) type algorithm, namely, the accelerated SA.
Zha Xingxing +2 more
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Procedure for finding estimate of convergence rate
Here is presented one method for finding convergence rate estimate of probability function.
Robertas Vilkas, Algimantas Aksomaitis
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A Topology Optimization Method for Reducing Communication Overhead in the Kalman Consensus Filter
Distributed estimation and tracking of interested objects over wireless sensor networks (WSNs) is a hot research topic. Since network topology possesses distinctive structural parameters and plays an important role for the performance of distributed ...
Lulu Lv +3 more
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A New Effective Narrowband Active Noise Control System for Accommodating Frequency Mismatch
Narrowband active noise control (NANC) has shown excellent performance in dealing with the low frequency periodic noise generated by rotating machines, such as fans, engines and power transformers.
Tiannan Yao +4 more
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Complete consistency for the estimator of nonparametric regression model based on m-END errors
In this paper, we study the complete consistency for the estimator of nonparametric regression model based on m-END errors and obtain the convergence rates of the complete consistency under more general conditions.
Zhang Shui-Li, Hou Tiantian, Qu Cong
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Performance analysis of SMI filter for antenna array receiver in pulse interference environment
This paper analyzes the performance of sample matrix inversion (SMI) filter used by antenna array receivers in pulse interference environment. Firstly, from the perspective of comparison, it is proved that the theoretical optimal signal to interference ...
Jie Wang +5 more
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Convergence Performance Improvement of Affine Projection Adaptive Algorithm for Sparse Linear System Modeling with Correlated Input Signals [PDF]
One of the most important challenges for the adaptive filtering is the slow convergence rate of adaptive algorithm against highly correlated input signals.
mehdi bekrani
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Convergence rate of rational spline histopolation
The convergence rate of histopolation on arbitrary nonuniform mesh with linear/linear rational splines of class C1 is studied. Established convergence rate depends on Lipschitz smoothness class of the function to histopolate.
Malle Fischer, Peeter Oja
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Using Frames in Steepest Descent-Based Iteration Method for Solving Operator Equations [PDF]
In this paper, by using the concept of frames, two iterative methods are constructed to solve the operator equation $ Lu=f $ where $ L:H\rightarrow H $ is a bounded, invertible and self-adjoint linear operator on a separable Hilbert space $ H $.
Hassan Jamali, Mohsen Kolahdouz
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