Cassiano O. Becker

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 7

Top Topics

Manifold Regularization

Hyperparameters

Variational Inference

Top Venues

IEEE Trans. Control. Netw. Syst.

Publications

Cassiano O. Becker, Sérgio Pequito, George J. Pappas, Victor M. Preciado
Network Design for Controllability Metrics. IEEE Trans. Control. Netw. Syst. 7 (3) (2020)
Cassiano O. Becker, Victor M. Preciado
Variational Inference for Linear Systems with Latent Parameter Space. ACC (2019)
Alp Aydinoglu, Cassiano O. Becker, Victor M. Preciado
Data-driven Stabilization of Nonlinear Systems via Tree-Based Ensemble Learning. CDC (2019)
Cassiano O. Becker, Victor M. Preciado
Identification of State-space Linear Time-varying Systems with Sum-of-norms Regularization. ACC (2018)
Cassiano O. Becker, Sérgio Pequito, George J. Pappas, Victor M. Preciado
Network design for controllability metrics. CDC (2017)
Cassiano O. Becker, Victor M. Preciado
Blind subspace system identification with Riemannian optimization. ACC (2017)
Cassiano O. Becker, Sérgio Daniel Pequito, George J. Pappas, Victor M. Preciado
Approximation of network linear operators using similarity shift filters. GlobalSIP (2016)
Cassiano O. Becker, Paulo A. V. Ferreira
Gradient Hyper-parameter Optimization for Manifold Regularization. ICMLA (2) (2013)