Federico A. Ramponi's publications

Papers on international journals

• Marco C. Campi, Simone Garatti, Federico A. Ramponi, A general scenario theory for non-convex optimization and decision making, IEEE Trans. Aut. Control, vol. 63, pp. 4067-4078, 2018. [pdf]
• Algo Carè, Federico A. Ramponi, Marco C. Campi, A New Classification Algorithm With Guaranteed Sensitivity and Specificity for Medical Applications, IEEE Control Systems letters, vol. 2, pp. 393-398, 2018. [pdf]
• Federico Alessandro Ramponi, Consistency of the scenario approach, SIAM Journal on Optimization, vol. 28, pp. 135–162, 2018. [pdf]
• Federico Alessandro Ramponi, Marco C. Campi, Expected shortfall: heuristics and certificates, European Journal of Operational Research, vol. 267 (2018), pp. 1003–1013, 2017. [pdf]
• Debasish Chatterjee, Peter Hokayem, Federico A. Ramponi, John Lygeros, On mean-square boundedness of stochastic linear systems with quantized observations, IEEE Trans. Aut. Control, vol. 58, pp. 2082-2085, 2013. [pdf]
• Tobias Sutter, Debasish Chatterjee, Federico A. Ramponi, John Lygeros, Isospectral flows on a class of finite-dimensional Jacobi matrices, Systems & Control Letters, vol. 62, pp. 388-394, May 2013. [pdf]
• Peter Hokayem, Debasish Chatterjee, Federico A. Ramponi, John Lygeros, Stable Networked Control Systems With Bounded Control Authority, IEEE Trans. Aut. Control, vol. 57, pp. 3153-3157, 2012. [pdf]
• Debasish Chatterjee, Federico Ramponi, Peter Hokayem, John Lygeros, On mean square boundedness of stochastic linear systems with bounded controls, Systems & Control Letters, vol. 61, pp. 375-380, 2012. [pdf]
• Peter Hokayem, Eugenio Cinquemani, Debasish Chatterjee, Federico Ramponi, John Lygeros, Stochastic receding horizon control with output feedback and bounded controls, Automatica, vol. 48, pp. 77-88, 2012. [pdf]
• Augusto Ferrante, Federico Ramponi, Francesco Ticozzi, On the convergence of an efficient algorithm for Kullback-Leibler approximation of spectral densities, IEEE Trans. Aut. Control, vol. 56, pp. 506-515, 2011. [pdf]
• Federico Ramponi, Debasish Chatterjee, Andreas Milias-Argeitis, Peter Hokayem, John Lygeros, Attaining mean square boundedness of a marginally stable noisy linear system with a bounded control input, IEEE Trans. Aut. Control, vol. 55, pp. 2414-2418, 2010. [pdf]
• Federico Ramponi, Augusto Ferrante, Michele Pavon, On the well-posedness of multivariate spectrum approximation and convergence of high-resolution spectral estimators, Systems & Control Letters, vol. 59, pp. 167-172, 2010. [pdf]
• Federico Ramponi, Augusto Ferrante, Michele Pavon, A globally convergent matricial algorithm for multivariate spectral estimation, IEEE Trans. Aut. Control, vol. 54, pp. 2376-2388, 2009. [pdf]
• Augusto Ferrante, Michele Pavon, Federico Ramponi, Hellinger vs. Kullback-Leibler multivariable spectrum approximation, IEEE Trans. Aut. Control, vol. 53, pp. 954-967, 2008. [pdf]

Book chapters

• Federico Ramponi, Debasish Chatterjee, Sean Summers, John Lygeros, On the connections between PCTL and dynamic programming, in K. Johansson and W. Yi (eds.), HSCC'10 - Proceedings of the 13th ACM International Conference on Hybrid Systems: Computation and Control, The Association for Computing Machinery, New York, 2010, ISBN 978-1-60558-955-8. [pdf]
• Augusto Ferrante, Michele Pavon, Federico Ramponi, Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem, in A. Chiuso, A. Ferrante, S. Pinzoni (eds.), Modeling, Estimation and Control, LNCIS, Springer-Verlag, Berlin-Heidelberg, 2007, ISBN 3540735690. [pdf]

International conferences & proceedings

• Marco C. Campi, Simone Garatti, Federico A. Ramponi, Non-convex scenario optimization with application to system identification, Proceedings of the 54th IEEE Conference on Decision and Control (CDC'15), pp. 4023-4028, Osaka, Japan, 2015. [pdf]
• Simone Garatti, Marco Campi, Federico A. Ramponi, Scenario optimization: new schemes for the non-convex case, 27th European Conference on Operational Research (EURO 2015), Glasgow, Scotland UK, 2015.
• Clemens Wiltsche, Federico A. Ramponi, John Lygeros, Synthesis of an Asynchronous Communication Protocol for Search and Rescue Robots, Proceedings of the European Control Conference 2013 (ECC'13), Zürich, Switzerland, July 2013. [pdf]
• Peter Hokayem, Eugenio Cinquemani, Debasish Chatterjee, Federico Ramponi, John Lygeros, Stochastic receding horizon control with output feedback and bounded control inputs, Proceedings of the 49th IEEE Conference on Decision and Control (CDC'10), pp. 6095-6100, Atlanta, Georgia USA, 2010.
• Peter Hokayem, Debasish Chatterjee, Federico Ramponi, Georgios Chaloulos, John Lygeros, Stable stochastic receding horizon control of linear systems with bounded control inputs, Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS'10), Budapest, Hungary, 2010.
• Federico Ramponi, Augusto Ferrante, Michele Pavon, Multivariate spectrum approximation in the Hellinger distance, Proceedings of the 18th International Symposium on Mathematical Theory of Networks and Systems (MTNS'08), Virginia Tech, Blacksburg VA, USA, 2008.
• Augusto Ferrante, Michele Pavon, Federico Ramponi, Constrained approximation in the Hellinger distance, Proceedings of the European Control Conference 2007 (ECC'07), pp. 322-327, Kos, Greece, July 2007. [pdf]