Donatello Materassi

86 papers A* 2C 24Journal 29Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generative design of stabilizing controllers with diffusion models: the Youla approach. CoRR Matteo Cercola, Donatello Materassi, Simone Formentin
2025	—	`conf`	eXplainable AI for data driven control: an inverse optimal control approach. CDC Federico Porcari, Donatello Materassi, Simone Formentin
2025	J	`jnl`	eXplainable AI for data driven control: an inverse optimal control approach. CoRR Federico Porcari, Donatello Materassi, Simone Formentin
2024	—	`conf`	Detecting Braess-like Paradoxes in Cascade Failures via Markov Chains. CDC Donatello Materassi, Kevin Tomsovic
2024	A*	`conf`	Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach. ICML Darya Biparva, Donatello Materassi
2023	C	`conf`	Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems. ACC Darya Biparva, Donatello Materassi
2023	—	`conf`	Connecting graphical notions of separation and statistical notions of independence for topology reconstruction. CDC Donatello Materassi
2023	C	`conf`	How Can We Be Robust Against Graph Uncertainties? ACC Sina Jahandari, Donatello Materassi
2022	J	`jnl`	Granger-Faithfulness and Link Orientation in Network Reconstruction. IEEE Trans. Control. Netw. Syst. Mihaela Dimovska, Donatello Materassi
2022	J	`jnl`	Optimal Selection of Observations for Identification of Multiple Modules in Dynamic Networks. IEEE Trans. Autom. Control. Sina Jahandari, Donatello Materassi
2022	—	`conf`	Score-and-search methods for the recovery of structure in networks of dynamic systems. CDC Darya Biparva, Donatello Materassi
2022	J	`jnl`	Sufficient and Necessary Graphical Conditions for MISO Identification in Networks With Observational Data. IEEE Trans. Autom. Control. Sina Jahandari, Donatello Materassi
2021	J	`jnl`	A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs. IEEE Trans. Autom. Control. Mihaela Dimovska, Donatello Materassi
2021	J	`jnl`	Noninvasive Approximation of Linear Dynamic System Networks Using Polytrees. IEEE Trans. Control. Netw. Syst. Firoozeh Sepehr, Donatello Materassi
2021	—	`conf`	Optimal Observations for Identification of a Single Transfer Function in Acyclic Networks. CDC Sina Jahandari, Donatello Materassi
2020	J	`jnl`	An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness. CoRR Mihaela Dimovska, Donatello Materassi
2020	J	`jnl`	Blind Learning of Tree Network Topologies in the Presence of Hidden Nodes. IEEE Trans. Autom. Control. Firoozeh Sepehr, Donatello Materassi
2020	J	`jnl`	Granger-faithfulness and link orientation in network reconstruction. CoRR Mihaela Dimovska, Donatello Materassi
2020	J	`jnl`	Physics informed topology learning in networks of linear dynamical systems. Autom. Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Michael Chertkov, Murti V. Salapaka
2020	J	`jnl`	Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach. IEEE Trans. Autom. Control. Donatello Materassi, Murti V. Salapaka
2019	—	`conf`	A Temperature Sensing System With Encrypted Readout Using Analog Circuits. MWSCAS Ava Hedayatipour, Kendra Anderson, Shaghayegh Aslanzadeh, Daniel Brown, Donatello Materassi, Nicole McFarlane
2019	C	`conf`	A brief explanation of the issue of faithfulness and link orientation in network reconstruction. ACC Mihaela Dimovska, Donatello Materassi
2019	A*	`conf`	An Algorithm to Learn Polytree Networks with Hidden Nodes. NeurIPS Firoozeh Sepehr, Donatello Materassi
2019	J	`jnl`	Revisiting Kalman and Aizerman Conjectures via a Graphical Interpretation. IEEE Trans. Autom. Control. Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio
2019	J	`jnl`	Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach. CoRR Donatello Materassi, Murti V. Salapaka
2018	—	`conf`	Identification of Dynamical Strictly Causal Networks. CDC Sina Jahandari, Donatello Materassi
2018	J	`jnl`	Physics Informed Topology Learning in Networks of Linear Dynamical Systems. CoRR Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Misha Chertkov, Murti V. Salapaka
2018	J	`jnl`	Practical realisation of a return map immune Lorenz-based chaotic stream cipher in circuitry. IET Comput. Digit. Tech. Daniel Brown, Ava Hedayatipour, Md. Badruddoja Majumder, Garrett S. Rose, Nicole McFarlane, Donatello Materassi
2017	—	`conf`	An efficient partial-order representation of feasible schedules for online decisions. CDC Saajid Haque, Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
2017	C	`conf`	Analysis and compensation of asynchronous stock time series. ACC Sina Jahandari, Donatello Materassi
2017	J	`jnl`	Exact Topology Reconstruction of Radial Dynamical Systems with Applications to Distribution System of the Power Grid. CoRR Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka
2017	C	`conf`	Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid. ACC Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka
2017	—	`ed.`	Game Theory for Networks - 7th International EAI Conference, GameNets 2017 Knoxville, TN, USA, May 9, 2017, Proceedings GameNets Lingjie Duan, Anibal Sanjab, Husheng Li, Xu Chen, Donatello Materassi, Rachid El Azouzi
2017	—	`conf`	Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations. CDC Mihaela Dimovska, Donatello Materassi
2017	—	`conf`	Inferring link changes in dynamic networks through power spectral density variations. Allerton John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli
2017	J	`jnl`	Learning the Exact Topology of Undirected Consensus Networks. CoRR Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka
2017	—	`conf`	Learning the exact topology of undirected consensus networks. CDC Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka
2017	—	`conf`	Revisiting Kalman and Aizerman conjectures. CDC Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Murti V. Salapaka
2017	C	`conf`	Using Viterbi and Kalman to detect topological changes in dynamic networks. ACC John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli
2016	—	`conf`	Demand response estimation based on aggregate data from heterogeneous users. MED Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh
2016	C	`conf`	Fully observable networks with polytree structure. ACC Donatello Materassi, Murti V. Salapaka
2016	C	`conf`	Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems. ACC Donatello Materassi, Murti V. Salapaka
2016	—	`conf`	Inferring the structure of polytree networks of dynamic systems with hidden nodes. CDC Firoozeh Sepehr, Donatello Materassi
2016	J	`jnl`	Interrogating Emergent Transport Properties for Molecular Motor Ensembles: A Semi-analytical Approach. PLoS Comput. Biol. Shreyas Bhaban, Donatello Materassi, Mingang Li, Thomas Hays, Murti V. Salapaka
2016	C	`conf`	Links between notions of separation in graphs and observable statistics in networks of dynamic systems. ACC Donatello Materassi, Murti V. Salapaka
2016	C	`conf`	Methods for network identification robust with respect to uncertainties in a topology. ACC Donatello Materassi, Murti V. Salapaka
2016	C	`conf`	On NASDAQ Order Book dynamics: New problems for the control field. ACC B. Ross Barmish, Scott Condie, Donatello Materassi, James A. Primbs, Sean Warnick
2016	C	`conf`	Partially observable networks with polytree structure. ACC Donatello Materassi, Murti V. Salapaka
2016	—	`conf`	Reconstructing tree structures of dynamic systems with hidden nodes under nonlinear dynamics. MED Donatello Materassi
2016	C	`conf`	Reconstruction of Directed Acyclic Graphs and fundamental limitations. ACC Donatello Materassi, Murti V. Salapaka
2016	—	`conf`	Steady state dynamics of molecular motors reveals load dependent cooperativity. CDC Saurav Talukdar, Shreyas Bhaban, Donatello Materassi, Murti V. Salapaka
2015	—	`conf`	An algorithmic approach for lessening conservativeness of criteria determining absolute stability. MED Donatello Materassi, Murti V. Salapaka
2015	—	`conf`	Identification of network components in presence of unobserved nodes. CDC Donatello Materassi, Murti V. Salapaka
2015	J	`jnl`	Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing. IEEE Trans. Smart Grid Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
2015	—	`conf`	Reconstruction of networks of cyclostationary processes. CDC Saurav Talukdar, Mangal Prakash, Donatello Materassi, Murti V. Salapaka
2014	—	`conf`	Deferrable loads in an energy market: Coordination under congestion constraints. MED Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
2014	C	`conf`	Deferrable loads in energy markets: Optimal consumption policies. ACC Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
2014	C	`conf`	Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies. ACC Mesrob I. Ohannessian, Mardavij Roozbehani, Donatello Materassi, Munther A. Dahleh
2014	J	`jnl`	Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads. IEEE Trans. Smart Grid Mardavij Roozbehani, Donatello Materassi, Mesrob I. Ohannessian, Munther A. Dahleh
2013	J	`jnl`	Model identification of a network as compressing sensing. Syst. Control. Lett. Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka
2013	C	`conf`	Reconstruction of directed acyclic networks of dynamical systems. ACC Donatello Materassi, Murti V. Salapaka
2012	—	`conf`	Equilibrium price distributions in energy markets with shiftable demand. CDC Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh
2012	J	`jnl`	Modeling the topology of a dynamical network via Wiener filtering approach. Autom. Giacomo Innocenti, Donatello Materassi
2012	—	`conf`	Network reconstruction of dynamical polytrees with unobserved nodes. CDC Donatello Materassi, Murti V. Salapaka
2012	J	`jnl`	On the Problem of Reconstructing an Unknown Topology via Locality Properties of the Wiener Filter. IEEE Trans. Autom. Control. Donatello Materassi, Murti V. Salapaka
2011	J	`jnl`	A Generalized Zames-Falb Multiplier. IEEE Trans. Autom. Control. Donatello Materassi, Murti V. Salapaka
2011	C	`conf`	A generalized Zames-Falb multiplier. ACC Donatello Materassi, Murti V. Salapaka
2011	C	`conf`	Causal and non-causal filtering for network reconstruction. ACC Donatello Materassi, Murti V. Salapaka
2011	J	`jnl`	Model Identification of a Network as Compressing Sensing CoRR Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka
2011	C	`conf`	Reconstruction of topologies for acyclic networks of dynamical systems. ACC Donatello Materassi
2011	—	`conf`	Relations between structure and estimators in networks of dynamical systems. CDC/ECC Donatello Materassi, Murti V. Salapaka, Laura Giarré
2010	C	`conf`	On the problem of reconstructing an unknown topology. ACC Donatello Materassi, Murti V. Salapaka
2010	J	`jnl`	Topological Identification in Networks of Dynamical Systems. IEEE Trans. Autom. Control. Donatello Materassi, Giacomo Innocenti
2009	C	`conf`	Attraction domain estimates combining lyapunov functions. ACC Donatello Materassi, Murti V. Salapaka
2009	C	`conf`	Less conservative absolute stability criteria using Integral Quadratic Constraints. ACC Donatello Materassi, Murti V. Salapaka
2009	—	`conf`	Reduced complexity models in the identification of dynamical networks: Links with sparsification problems. CDC Donatello Materassi, Giacomo Innocenti, Laura Giarré
2008	J	`jnl`	Time Scaling of Chaotic Systems: Application to Secure Communications. Int. J. Bifurc. Chaos Donatello Materassi, Michele Basso
2008	—	`conf`	Topological identification in networks of dynamical systems. CDC Donatello Materassi, Giacomo Innocenti
2007	—	`conf`	A composite circle criterion. CDC Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Michele Basso
2007	J	`jnl`	Discussion on: "Digital Control of Interferometric Metrology Lines". Eur. J. Control Michele Basso, Donatello Materassi
2007	C	`conf`	Time Scaling Transformation in Dynamical Systems and an Application to Chaos Communications. ACC Donatello Materassi, Michele Basso
2006	C	`conf`	A less conservative circle criterion. ACC Donatello Materassi, Murti V. Salapaka, Michele Basso
2006	—	`conf`	Identification of Interaction Potentials in Dynamic Mode Atomic Force Microscopy. CDC Donatello Materassi, Murti V. Salapaka, Michele Basso
2005	—	`conf`	Harmonic Bounds in Atomic Force Microscopy. CDC/ECC Donatello Materassi, Murti V. Salapaka, Michele Basso
2004	—	`conf`	Frequency analysis of atomic force microscopes with repulsive-attractive interaction potentials. CDC Donatello Materassi, Michele Basso, Roberto Genesio
2003	—	`conf`	A model for impact dynamics and its application to frequency analysis of tapping-mode atomic force microscopes. CDC Donatello Materassi, Michele Basso, Roberto Genesio