Regularized identification with internal positivity side-information

System identification (93B30) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22) Positive control/observation systems (93C28)

Cites Work

Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Large-scale optimization with the primal-dual column generation method
Kernel methods in system identification, machine learning and function estimation: a survey
Positive dynamical systems in discrete time. Theory, models and applications
The quest for the right kernel in Bayesian impulse response identification: the use of OBFs
Robust stability and transient behaviour of positive linear systems
A new kernel-based approach for linear system identification
Identification of positive linear systems with Poisson output transformation
On the stability of reproducing kernel Hilbert spaces of discrete-time impulse responses
On kernel design for regularized LTI system identification
An empirical Bayes approach to identification of modules in dynamic networks
A nonparametric kernel-based approach to Hammerstein system identification
The harmonic analysis of kernel functions
On model consistency in compartmental systems identification
Bayesian positive system identification: truncated Gaussian prior and hyperparameter estimation
Necessary and sufficient conditions for stabilizability of positive LTI systems
On the estimation of transfer functions, regularizations and Gaussian processes-revisited
The existence and uniqueness of solutions for kernel-based system identification
Convex Optimization in Normed Spaces
A Convex Characterization of Robust Stability for Positive and Positively Dominated Linear Systems
Reachability of a Class of Discrete-Time Positive Switched Systems
Kernel Absolute Summability Is Sufficient but Not Necessary for RKHS Stability
Kernels for Linear Time Invariant System Identification
Positivity Preserving Balanced Truncation for Descriptor Systems
Design of Positive Linear Observers for Positive Linear Systems via Coordinate Transformations and Positive Realizations
Explicit formulas for stability radii of nonnegative and Metzlerian matrices
Generalized System Identification with Stable Spline Kernels
Reachability Properties of Continuous-Time Positive Systems
On Second-Order Cone Positive Systems
Graph-Theoretic Stability Conditions for Metzler Matrices and Monotone Systems
A shift in paradigm for system identification
Linear Positive Systems May Have a Reachable Subset from the Origin That is Either Polyhedral or Nonpolyhedral
Sparse System Identification in Pairs of Pulse and Takenaka--Malmquist Bases
Structured Decentralized Control of Positive Systems With Applications to Combination Drug Therapy and Leader Selection in Directed Networks
Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting
A Tutorial on the Positive Realization Problem
Dynamic Programming, System Identification, and Suboptimization
Representer Theorem for Learning Koopman Operators
Kernel-based identification with frequency domain side-information
Kernel-Based Impulse Response Identification With Side-Information on Steady-State Gain
Bayesian nonparametric identification of Wiener systems
A second-order generalization of TC and DC kernels

This page was built for publication: Regularized identification with internal positivity side-information