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On the estimation of transfer functions, regularizations and Gaussian processes - Revisited.

, , and . Automatica, 48 (8): 1525-1535 (2012)

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Recursive identification techniques.. ICASSP, page 627-630. IEEE, (1982)Sparse control using sum-of-norms regularized model predictive control., , and . CDC, page 5758-5763. IEEE, (2013)Anomaly detection in homogenous populations: A sparse multiple kernel-based regularization method., , , , and . CDC, page 265-270. IEEE, (2014)Kernel-based model order selection for identification and prediction of linear dynamic systems., , and . CDC, page 5174-5179. IEEE, (2013)Analysis of stochastic gradient algorithms for linear regression problems.. IEEE Trans. Information Theory, 30 (2): 151-160 (1984)Backwards Markovian models for second-order stochastic processes (Corresp.)., and . IEEE Trans. Information Theory, 22 (4): 488-491 (1976)Continuous-time DC kernel - A stable generalized first order spline kernel., , , and . CDC, page 4647-4652. IEEE, (2016)Using the bootstrap to estimate the variance in the case of undermodeling., and . IEEE Trans. Automat. Contr., 47 (2): 395-398 (2002)Implementation of algorithms for tuning parameters in regularized least squares problems in system identification., and . Automatica, 49 (7): 2213-2220 (2013)Scalable anomaly detection in large homogeneous populations., , , , and . Automatica, 50 (5): 1459-1465 (2014)