Search Results - kernel recursive least‐squares algorithm (KRLS) ‐ implementing state space models

EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM by Principe, Jos? C, Liu, Weifeng, Haykin, Simon, Principe, José C

“…This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended Kernel Recursive Least Squares Algorithm EX…”
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Kernel Recursive Least‐Squares Algorithm by Liu, Weifeng, Príncipe, José C., Haykin, Simon

“…‐Squares Algorithm Kernel Recursive Least‐Squares Algorithm Approximate Linear Dependency Exponentially Weighted Kernel Recursive Least…”
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Kernel recursive least squares dictionary learning algorithm by Alipoor, Ghasem, Skretting, Karl

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Graph Kernel Recursive Least-Squares Algorithms by Gogineni, Vinay Chakravarthi, Naumova, Valeriya, Werner, Stefan, Huang, Yih-Fang

“… To this end, we propose centralized and distributed graph kernel recursive least-squares (GKRLS) algorithms utilizing the random Fourier features…”
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Quaternion kernel recursive least-squares algorithm by Wang, Gang, Qiao, Jingci, Xue, Rui, Peng, Bei

“… In this paper, we study a kernel recursive least squares (KRLS) algorithm in the quaternion domain…”
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The kernel recursive least-squares algorithm: Special issue on machine learning methods in signal processing by ENGEL, Yaakov, MANNOR, Shie, MEIR, Ron

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Extended Kernel Recursive Least Squares Algorithm by Weifeng Liu, Il Park, Yiwen Wang, Principe, J.C.

“…), or equivalently a general nonlinear state model in the input space. The center piece of this development is a reformulation of the well known extended recursive least squares (EX-RLS…”
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Quantized Kernel Recursive Least Squares Algorithm by Chen, Badong, Zhao, Songlin, Zhu, Pingping, Principe, Jose C.

“… By incorporating a simple online vector quantization method, we derive a recursive algorithm to update the solution, namely the quantized kernel recursive least squares algorithm…”
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Deep kernel recursive least-squares algorithm by Mohamadipanah, Hossein, Heydari, Mahdi, Chowdhary, Girish

“…We present a new kernel-based algorithm for modeling evenly distributed multidimensional datasets that does not rely on input space sparsification…”
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The kernel recursive least-squares algorithm by Engel, Y., Mannor, S., Meir, R.

“…We present a nonlinear version of the recursive least squares (RLS) algorithm. Our algorithm performs linear regression in a high-dimensional feature space…”
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Operator-valued kernel recursive least squares algorithm by Amblard, P. O., Kadri, H.

“… The framework relies on kernel Hilbert spaces of operators. The results generalize to this framework the kernel recursive least squares developed in the scalar case…”
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Kernel Recursive Least Squares Algorithm Based on the Nystr }}}}m Method With k-Means Sampling by Zhang, Tao, Wang, Shiyuan, Huang, Xuewei, Jia, Lei

“…The kernel recursive least squares (KRLS) algorithm is used to improve the convergence rate and filtering accuracy of kernel adaptive filters (KAFs…”
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Echo state kernel recursive least squares algorithm for machine condition prediction by Zhou, Haowen, Huang, Jinquan, Lu, Feng, Thiyagalingam, Jeyarajan, Kirubarajan, Thia

“…•A combination of reservoir computing and kernel adaptive filter.•The fixed reservoir facilitates the capability of performing long-term prediction…”
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A Class of Weighted Quantized Kernel Recursive Least Squares Algorithms by Wang, Shiyuan, Wang, Wanli, Duan, Shukai

“…In this brief, a class of weighted quantized kernel recursive least squares (WQKRLS) algorithms is proposed to efficiently improve the performance of online applications…”
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Analysis on extended kernel recursive least squares algorithm by Pingping Zhu, Principe, Jose C.

“…In this paper, the extended kernel recursive least squares (Ex-KRLS) algorithm is reviewed and analyzed…”
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Recurrent online kernel recursive least square algorithm for nonlinear modeling by Haijin Fan, Qing Song, Zhao Xu

“…In this paper, we proposed a recurrent kernel recursive least square (RLS) algorithm for online learning…”
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The Nearest-Instance-Centroid-Estimation Kernel Recursive Least Squares Algorithms by Zhang, Haonan, Wang, Lin, Zhang, Tao, Wang, Shiyuan

“… In this brief, the NICE is developed under the least-squares errors in the kernel space, generating a novel NICE kernel recursive least squares (NICE-KRLS…”
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A novel extended kernel recursive least squares algorithm by Zhu, Pingping, Chen, Badong, Príncipe, José C.

“… Unlike the extended kernel recursive least squares (Ex-KRLS) algorithm proposed by Liu, the state model of our algorithm is still constructed in the original state space and the hidden state is estimated using the Kalman filter…”
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A novel extended kernel recursive least squares algorithm: Selected Papers from IJCNN 2011 by PINGPING ZHI, BADONG CHEN, PRINCIPE, José C

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Evolving Takagi–Sugeno model based on online Gustafson-Kessel algorithm and kernel recursive least square method by Shafieezadeh-Abadeh, Soroosh, Kalhor, Ahmad

“…In this paper, we introduce an evolving system utilizing sparse weighted kernel least square as local models and online Gustafson-Kessel clustering algorithm for structure identification…”
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