scientific article
From MaRDI portal
Publication:2933984
zbMath1318.62238MaRDI QIDQ2933984
Gianluigi Pillonetto, James V. Burke, Alessandro Chiuso, Aleksandr Y. Aravkin
Publication date: 8 December 2014
Full work available at URL: http://jmlr.csail.mit.edu/papers/v15/aravkin14a.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ridge regression; shrinkage estimators (Lasso) (62J07) Learning and adaptive systems in artificial intelligence (68T05)
Related Items
Linear system identification using the sequential stabilizing spline algorithm, Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint, Generalized System Identification with Stable Spline Kernels, Manifold Sampling for Optimization of Nonconvex Functions That Are Piecewise Linear Compositions of Smooth Components, A Bayesian approach to sparse dynamic network identification, Generalized Kalman smoothing: modeling and algorithms, When cannot regularization improve the least squares estimate in the kernel-based regularized system identification, Kernel methods in system identification, machine learning and function estimation: a survey, Sparse plus low rank network identification: a nonparametric approach, System identification using kernel-based regularization: new insights on stability and consistency issues, On asymptotic properties of hyperparameter estimators for kernel-based regularization methods, A shift in paradigm for system identification, Nonparametric identification of Kronecker networks, A Scaled Gradient Projection Method for Bayesian Learning in Dynamical Systems
