Damiano Varagnolo
2018
N. Bof,
R. Carli,
G. Notarstefano,
L. Schenato,
D. Varagnolo,
Newton-Raphson Consensus under asynchronous and lossy communications for peer-to-peer networks.
IEEE Transactions on Automatic Control (in press)
E. Simonazzi,
M. R. Galrinho,
D. Varagnolo,
J. Gustafsson,
W. Garcia-Gabin,
Detecting and modelling air flow overprovisioning underprovisioning in air-cooled datacenters.
Annual Conference of the IEEE Industrial Electronics Society (IECON) 2018
V. Modolo,
D. Varagnolo,
R. Carli,
Distributed formation control using robust asynchronous and broadcast-based optimization schemes.
IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys) 2018
D. Varagnolo,
S. Knorn,
E.O. Chiva,
R. Melles,
M. Dewitte,
Data-driven modelling of subjective pain-pleasure assessments as responses to vaginal dilation stimuli.
IEEE Control Systems Letters, vol.2 n.3, pp.423-428, 2018
G. Pillonetto,
L. Schenato,
D. Varagnolo,
Distributed multi-agent Gaussian regression via finite-dimensional approximations.
IEEE Transactions on Pattern Analysis and Machine Intelligence (in press)
E. Fjällström,
S. Knorn,
K. Staffas,
D. Varagnolo,
Developing Concept Inventory Tests for Electrical Engineering (CITE): extractable information, early results, and learned lessons.
UKACC Conference on Control, 2018
S. Knorn,
D. Varagnolo,
E.O. Chiva,
R. Melles,
M. Dewitte,
Data-driven modelling of pelvic floor muscles dynamics.
IFAC Symposium on biological and medical systems, 2018
D. Varagnolo,
S. Knorn,
R. Melles,
M. Dewitte,
Towards the individualization of vaginal dilatation exercises: A Quantitative analysis of the variability of vaginal pressure responses.
World Meeting of the International Society for Sexual Medicine, 2018
A. Alhashimi,
S. Del Favero,
D. Varagnolo,
T. Gustafsson,
G. Pillonetto,
Bayesian strategies for calibrating heteroskedastic static sensors with unknown model structures.
European Control Conference, 2018
2017
A. Parisio,
M. Molinari,
D. Varagnolo,
K.H. Johansson,
Energy Management Systems for Intelligent Buildings in Smart Grids.
Intelligent Building Control Systems, Springer, Chapter 10, pp.253-291, 2017
A. Alhashimi,
G. Pierobon,
D. Varagnolo,
T. Gustafsson,
Modeling and calibrating triangulation Lidars for indoor applications.
Lecture Notes in Electrical Engineering, Springer, v.430, pp.342-366, 2017
G. Pillonetto,
L. Schenato,
D. Varagnolo,
Statistical bounds for distributed Gaussian regression algorithms based on Karhunen-Loève expansions.
IEEE Conference on Decision and Control, 2017
A. Ebadat,
D. Varagnolo,
G. Bottegal,
B. Wahlberg,
K.H. Johansson,
Application-oriented input design for room occupancy estimation algorithms.
IEEE Conference on Decision and Control, 2017
M. Eriksson,
R. Lucchese,
J. Gustafsson,
A.L. Ljung,
A. Mousavi,
D. Varagnolo,
Monitoring and Modelling Open Compute Servers.
Annual Conference of the IEEE Industrial Electronics Society, 2017
A. Alhashimi,
D. Varagnolo,
T. Gustafsson,
Calibrating distance sensors for terrestrial applications without groundtruth information.
IEEE Sensors, vol. 12, n. 12, pp. 3698-3709, 2017
D. Varagnolo,
S. Knorn,
R. Melles,
M. Dewitte,
Qualitative modeling of pressure vs. pain relations in women suffering from dyspareunia.
IFAC World Congress, 2017
R. Lucchese,
J. Olsson,
A.L. Ljung,
W. Garcia-Gabin,
D. Varagnolo,
Energy savings in data centers: A framework for modelling and control of servers’ cooling.
IFAC World Congress, 2017
M. Sandberg,
M. Risberg,
A. L. Ljung,
D. Varagnolo,
S. Xiong,
M. Nilsson,
A modelling methodology for assessing use of datacenter waste heat in greenhouses.
International Conference on Environmental Science and Technology, 2017
S. Knorn,
D. Varagnolo,
R. Melles,
M. Dewitte,
Mathematical Modelling of Pressure Versus Pain Relations in Women Suffering From Dyspareunia.
The Journal of Sexual Medicine 14, no. 5, e335, 2017
2016
M. O. Mustafa,
D. Varagnolo,
G. Nikolakopoulos,
T. Gustafsson,
Detecting Broken Rotor Bars in Induction Motors with Model-Based Support Vector Classifiers.
Control Engineering Practice, vol. 52, pp. 15 - 23, 2016
D. Varagnolo,
F. Zanella,
A. Cenedese,
G. Pillonetto,
L. Schenato,
Newton-Raphson Consensus for Distributed Convex Optimization.
IEEE Transactions on Automatic Control, vol. 61, n. 4, pp. 994 - 1009, 2016
A. Alhashimi,
D. Varagnolo,
T. Gustafsson,
Statistical modeling and calibration of triangulation Lidars.
ICINCO, 2016
R. Lucchese,
D. Varagnolo,
A tight bound on the Bernoulli trials network size estimator.
IEEE Conference on Decision and Control, 2016
U. Mamikoglu,
G. Nikolakopoulos,
M. Pauelsen,
D. Varagnolo,
U. Röijezon,
T. Gustafsson,
Elbow joint angle estimation by using integrated surface electromyography.
Mediterranean Conference on Control and Automation, 2016
2015
R. Lucchese,
D. Varagnolo,
Average consensus via max consensus.
IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2015
A. Ebadat,
G. Bottegal,
M. Molinari,
D. Varagnolo,
B. Wahlberg,
H. Hjalmarsson,
K.H. Johansson,
Multi-room occupancy estimation through adaptive gray-box models.
IEEE Conference on Decision and Control, 2015
R. Carli,
G. Notarstefano,
L. Schenato,
D. Varagnolo,
Analysis of Newton-Raphson Consensus for multi-agent convex optimization under asynchronous and lossy communications.
IEEE Conference on Decision and Control, 2015
R. Lucchese,
D. Varagnolo,
J.-C. Delvenne,
J. Hendrickx,
Network cardinality estimation using max consensus: the case of Bernoulli trials.
IEEE Conference on Decision and Control, 2015
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Auto-tuning procedures for distributed nonparametric regression algorithms.
European Control Conference, 2015
R. Carli,
G. Notarstefano,
L. Schenato,
D. Varagnolo,
Distributed quadratic programming under Asynchronous and Lossy Communications via Newton-Raphson Consensus.
European Control Conference, 2015
A. Ebadat,
G. Bottegal,
D. Varagnolo,
B. Wahlberg,
H. Hjalmarsson,
K.H. Johansson,
Blind identification strategies for room occupancy estimation.
European Control Conference, 2015
R. Lucchese,
D. Varagnolo,
Networks cardinality estimation using order statistics.
American Control Conference, 2015
A. Alhashimi,
D. Varagnolo,
T. Gustafsson,
Joint Temperature-Lasing Mode Compensation for Time-of-Flight LiDAR Sensors. MDPI Sensors, vol. 15, n. 12, pp. 31205-31223, 2015
A. Ebadat,
G. Bottegal,
D. Varagnolo,
B. Wahlberg,
K.H. Johansson,
Regularized Deconvolution-based Approaches for Estimating Room Occupancies. IEEE Transactions on Automation Science and Engineering, vol. 12, n. 4, pp. 1-12, 2015
2014
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Distributed cardinality estimation in anonymous networks.
IEEE Transactions on Automatic Control, vol. 59, n. 3, pp. 645 – 659, 2014
A. Parisio,
L. Fabietti,
M. Molinari,
D. Varagnolo,
K.H. Johansson,
Control of HVAC Systems via Scenario-based Explicit MPC.
IEEE Conference on Decision and Control, 2014
A. Parisio,
D. Varagnolo,
M. Molinari,
G. Pattarello,
L. Fabietti,
K.H. Johansson,
Implementation of a Scenario-based MPC for HVAC Systems: an Experimental Case Study.
IFAC World Congress, 2014
R. Lucchese,
D. Varagnolo,
K.H. Johansson,
Distributed detection of topological changes in communication networks.
IFAC World Congress, 2014
2013
D. Varagnolo,
S. Del Favero,
F. Dinuzzo,
L. Schenato,
G. Pillonetto,
Finding Potential Support Vectors in Separable Classification Problems.
IEEE Transactions on Neural Networks and Learning Systems, vol. 24, n. 11, pp. 1799 – 1813, 2013
D. Varagnolo,
L. Schenato,
G. Pillonetto,
A variation of the Newton-Pepys problem and its connections to size-estimation problems.
Statistics & Probability Letters, vol. 83, pp. 1472 – 1478, 2013
A. Ebadat,
G. Bottegal,
D. Varagnolo,
B. Wahlberg,
K.H. Johansson,
Estimation of building occupancy levels through environmental signals deconvolution.
ACM Workshop On Embedded Systems For Energy-Efficient Buildings, 2013
A. Parisio,
D. Varagnolo,
D. Risberg,
G. Pattarello,
M. Molinari,
K.H. Johansson,
Randomized Model Predictive Control for HVAC Systems.
ACM Workshop On Embedded Systems For Energy-Efficient Buildings, 2013
A. Parisio,
M. Molinari,
D. Varagnolo,
K.H. Johansson,
A Scenario-based Predictive Control Approach to Building HVAC Management Systems.
IEEE Conference on Automation Science and Engineering, 2013
J. Weimer,
D. Varagnolo,
K.H. Johansson,
Distributed Model-Invariant Detection of Unknown Inputs in Networked Systems.
ACM Conference on High Confidence Networked Systems, 2013
H. Terelius,
D. Varagnolo,
C. Baquero,
K.H. Johansson,
Fast Distributed Estimation of Probability Mass Functions over Anonymous Networks.
IEEE Conference on Decision and Control, 2013
J. Weimer,
D. Varagnolo,
M. Stankovic,
K.H. Johansson,
Parameter-Invariant Detection of Unknown Inputs in Networked Systems.
IEEE Conference on Decision and Control, 2013
2012
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Distributed parametric and nonparametric regression with on-line performance bounds computation.
Automatica, vol. 48(10), pp. 2468 – 2481, 2012
H. Terelius,
D. Varagnolo,
K.H. Johansson,
Distributed size estimation of dynamic anonymous networks.
IEEE Conference on Decision and Control, 2012
S. Del Favero,
D. Varagnolo,
G. Pillonetto,
Bayesian learning of probability density functions: a Markov chain Monte Carlo approach.
IEEE Conference on Decision and Control, 2012
F. Zanella,
D. Varagnolo,
A. Cenedese,
G. Pillonetto,
L. Schenato,
The convergence rate of Newton-Raphson consensus optimization for quadratic cost functions.
IEEE Conference on Decision and Control, 2012
F. Garin,
D. Varagnolo,
K.H. Johansson,
Distributed estimation of diameter, radius and eccentricities in anonymous networks.
3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2012
F. Zanella,
D. Varagnolo,
A. Cenedese,
G. Pillonetto,
L. Schenato,
Asynchronous Newton-Raphson Consensus for Distributed Convex Optimization.
3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2012
F. Zanella,
D. Varagnolo,
A. Cenedese,
G. Pillonetto,
L. Schenato,
Multidimensional Newton-Raphson consensus for distributed convex optimization.
American Control Conference, 2012
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Consensus based estimation of anonymous networks size using Bernoulli trials.
American Control Conference, 2012
2011
F. Zanella,
D. Varagnolo,
A. Cenedese,
G. Pillonetto,
L. Schenato,
Newton-Raphson consensus for distributed convex optimization.
IEEE Conference on Decision and Control, 2011
S. Del Favero,
D. Varagnolo,
F. Dinuzzo,
L. Schenato,
G. Pillonetto,
On the discardability of data in Support Vector Classification problems.
IEEE Conference on Decision and Control, 2011
2010
S. Bolognani,
S. Del Favero,
L. Schenato,
D. Varagnolo,
Consensus-based distributed sensor calibration and least-square parameter identification in WSNs.
International Journal of Robust and Nonlinear Control, vol. 20(2), pp. 176 – 193, 2010
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Distributed statistical estimation of the number of nodes in Sensor Networks.
IEEE Conference on Decision and Control, 2010
E. Bitar,
A. Giani,
R. Rajagopal,
D. Varagnolo,
P. Khargonekar,
K. Poolla,
V. Pravin,
Optimal Contracts for Wind Power Producers in Electricity Markets.
IEEE Conference on Decision and Control, 2010
D. Varagnolo,
G. Pillonetto,
L. Schenato,
Distributed consensus-based Bayesian estimation: sufficient conditions for performance characterization.
American Control Conference, 2010
2008
D. Varagnolo,
P. Chen,
L. Schenato,
S. Sastry,
Performance analysis of different routing protocols in wireless sensor networks for real-time estimation.
IEEE Conference on Decision and Control, 2008
S. Bolognani,
S. Del Favero,
L. Schenato,
D. Varagnolo,
Distributed sensor calibration and least-square parameter identification in WSNs using consensus algorithms.
Allerton Conference on Communication Control and Computing, 2008
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