Donatello Materassi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Connecting graphical notions of separation and statistical notions of independence for topology reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

How Can We Be Robust Against Graph Uncertainties?

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2023

Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems.

[BibT_eX]

[DOI]

Darya Biparva

Proceedings of the American Control Conference, 2023

2022

Granger-Faithfulness and Link Orientation in Network Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2022

Sufficient and Necessary Graphical Conditions for MISO Identification in Networks With Observational Data.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

Optimal Selection of Observations for Identification of Multiple Modules in Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

Score-and-search methods for the recovery of structure in networks of dynamic systems.

[BibT_eX]

[DOI]

Darya Biparva

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Noninvasive Approximation of Linear Dynamic System Networks Using Polytrees.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Optimal Observations for Identification of a Single Transfer Function in Acyclic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Blind Learning of Tree Network Topologies in the Presence of Hidden Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness.

[BibT_eX]

[DOI]

CoRR, 2020

Physics informed topology learning in networks of linear dynamical systems.

[BibT_eX]

[DOI]

Autom., 2020

2019

Revisiting Kalman and Aizerman Conjectures via a Graphical Interpretation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

An Algorithm to Learn Polytree Networks with Hidden Nodes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Temperature Sensing System With Encrypted Readout Using Analog Circuits.

[BibT_eX]

[DOI]

Ava Hedayatipour

Kendra Anderson

Shaghayegh Aslanzadeh

Daniel Brown

Nicole McFarlane

Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

A brief explanation of the issue of faithfulness and link orientation in network reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Practical realisation of a return map immune Lorenz-based chaotic stream cipher in circuitry.

[BibT_eX]

[DOI]

Daniel Brown

Ava Hedayatipour

Md. Badruddoja Majumder

Garrett S. Rose

Nicole McFarlane

IET Comput. Digit. Tech., 2018

Identification of Dynamical Strictly Causal Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Learning the exact topology of undirected consensus networks.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Revisiting Kalman and Aizerman conjectures.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

An efficient partial-order representation of feasible schedules for online decisions.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

Analysis and compensation of asynchronous stock time series.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

Using Viterbi and Kalman to detect topological changes in dynamic networks.

[BibT_eX]

[DOI]

John A. W. B. Costanzo

Bruno Sinopoli

Proceedings of the 2017 American Control Conference, 2017

Inferring link changes in dynamic networks through power spectral density variations.

[BibT_eX]

[DOI]

John A. W. B. Costanzo

Bruno Sinopoli

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Interrogating Emergent Transport Properties for Molecular Motor Ensembles: A Semi-analytical Approach.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2016

Demand response estimation based on aggregate data from heterogeneous users.

[BibT_eX]

[DOI]

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Reconstructing tree structures of dynamic systems with hidden nodes under nonlinear dynamics.

[BibT_eX]

[DOI]

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Steady state dynamics of molecular motors reveals load dependent cooperativity.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Inferring the structure of polytree networks of dynamic systems with hidden nodes.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Methods for network identification robust with respect to uncertainties in a topology.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Reconstruction of Directed Acyclic Graphs and fundamental limitations.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Links between notions of separation in graphs and observable statistics in networks of dynamic systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Partially observable networks with polytree structure.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Fully observable networks with polytree structure.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

On NASDAQ Order Book dynamics: New problems for the control field.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2015

An algorithmic approach for lessening conservativeness of criteria determining absolute stability.

[BibT_eX]

[DOI]

Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

Reconstruction of networks of cyclostationary processes.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Identification of network components in presence of unobserved nodes.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads.

[BibT_eX]

[DOI]

Mesrob I. Ohannessian

IEEE Trans. Smart Grid, 2014

Deferrable loads in an energy market: Coordination under congestion constraints.

[BibT_eX]

[DOI]

Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014

Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies.

[BibT_eX]

[DOI]

Mesrob I. Ohannessian

Proceedings of the American Control Conference, 2014

Deferrable loads in energy markets: Optimal consumption policies.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Model identification of a network as compressing sensing.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2013

Reconstruction of directed acyclic networks of dynamical systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2013

2012

On the Problem of Reconstructing an Unknown Topology via Locality Properties of the Wiener Filter.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Modeling the topology of a dynamical network via Wiener filtering approach.

[BibT_eX]

[DOI]

Giacomo Innocenti

Autom., 2012

Network reconstruction of dynamical polytrees with unobserved nodes.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Equilibrium price distributions in energy markets with shiftable demand.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

A Generalized Zames-Falb Multiplier.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2011

Relations between structure and estimators in networks of dynamical systems.

[BibT_eX]

[DOI]

Laura Giarré

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Causal and non-causal filtering for network reconstruction.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

Reconstruction of topologies for acyclic networks of dynamical systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

2010

Topological Identification in Networks of Dynamical Systems.

[BibT_eX]

[DOI]

Giacomo Innocenti

IEEE Trans. Autom. Control., 2010

On the problem of reconstructing an unknown topology.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

Reduced complexity models in the identification of dynamical networks: Links with sparsification problems.

[BibT_eX]

[DOI]

Giacomo Innocenti

Laura Giarré

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Attraction domain estimates combining lyapunov functions.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

Less conservative absolute stability criteria using Integral Quadratic Constraints.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

2008

Time Scaling of Chaotic Systems: Application to Secure Communications.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2008

2007

Discussion on: "Digital Control of Interferometric Metrology Lines".

[BibT_eX]

[DOI]

Eur. J. Control, 2007

A composite circle criterion.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Time Scaling Transformation in Dynamical Systems and an Application to Chaos Communications.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

2006

Identification of Interaction Potentials in Dynamic Mode Atomic Force Microscopy.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

A less conservative circle criterion.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2006

2005

Harmonic Bounds in Atomic Force Microscopy.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Frequency analysis of atomic force microscopes with repulsive-attractive interaction potentials.

[BibT_eX]

[DOI]

Roberto Genesio

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

A model for impact dynamics and its application to frequency analysis of tapping-mode atomic force microscopes.

[BibT_eX]

[DOI]