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2020 – today
- 2024
[c54]Darya Biparva, Donatello Materassi:
Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach. ICML 2024- 2023
- [c53]Darya Biparva, Donatello Materassi:
Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems. ACC 2023: 1889-1894 - [c52]Sina Jahandari, Donatello Materassi:
How Can We Be Robust Against Graph Uncertainties? ACC 2023: 1946-1951 - [c51]Donatello Materassi:
Connecting graphical notions of separation and statistical notions of independence for topology reconstruction. CDC 2023: 437-442 - 2022
- [j20]Sina Jahandari
, Donatello Materassi:
Optimal Selection of Observations for Identification of Multiple Modules in Dynamic Networks. IEEE Trans. Autom. Control. 67(9): 4703-4716 (2022) - [j19]Sina Jahandari, Donatello Materassi:
Sufficient and Necessary Graphical Conditions for MISO Identification in Networks With Observational Data. IEEE Trans. Autom. Control. 67(11): 5932-5947 (2022) - [j18]Mihaela Dimovska, Donatello Materassi:
Granger-Faithfulness and Link Orientation in Network Reconstruction. IEEE Trans. Control. Netw. Syst. 9(1): 113-124 (2022) - [c50]Darya Biparva, Donatello Materassi:
Score-and-search methods for the recovery of structure in networks of dynamic systems. CDC 2022: 1007-1012 - 2021
- [j17]Mihaela Dimovska, Donatello Materassi:
A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs. IEEE Trans. Autom. Control. 66(2): 699-713 (2021) - [j16]Firoozeh Sepehr, Donatello Materassi:
Noninvasive Approximation of Linear Dynamic System Networks Using Polytrees. IEEE Trans. Control. Netw. Syst. 8(3): 1314-1323 (2021) - [c49]Sina Jahandari, Donatello Materassi:
Optimal Observations for Identification of a Single Transfer Function in Acyclic Networks. CDC 2021: 852-857 - 2020
- [j15]Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Michael Chertkov, Murti V. Salapaka:
Physics informed topology learning in networks of linear dynamical systems. Autom. 112 (2020) - [j14]Firoozeh Sepehr, Donatello Materassi:
Blind Learning of Tree Network Topologies in the Presence of Hidden Nodes. IEEE Trans. Autom. Control. 65(3): 1014-1028 (2020) - [j13]Donatello Materassi, Murti V. Salapaka:
Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach. IEEE Trans. Autom. Control. 65(10): 4138-4153 (2020) - [i7]Mihaela Dimovska, Donatello Materassi:
An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness. CoRR abs/2003.02870 (2020) - [i6]Mihaela Dimovska, Donatello Materassi:
Granger-faithfulness and link orientation in network reconstruction. CoRR abs/2012.02332 (2020)
2010 – 2019
- 2019
- [j12]Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio:
Revisiting Kalman and Aizerman Conjectures via a Graphical Interpretation. IEEE Trans. Autom. Control. 64(2): 670-682 (2019) - [c48]Mihaela Dimovska, Donatello Materassi:
A brief explanation of the issue of faithfulness and link orientation in network reconstruction. ACC 2019: 5647 - [c47]Ava Hedayatipour, Kendra Anderson, Shaghayegh Aslanzadeh, Daniel Brown, Donatello Materassi, Nicole McFarlane:
A Temperature Sensing System With Encrypted Readout Using Analog Circuits. MWSCAS 2019: 152-155 - [c46]Firoozeh Sepehr, Donatello Materassi:
An Algorithm to Learn Polytree Networks with Hidden Nodes. NeurIPS 2019: 15084-15093 - [i5]Donatello Materassi, Murti V. Salapaka:
Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach. CoRR abs/1905.12132 (2019) - 2018
- [j11]Daniel Brown, Ava Hedayatipour, Md. Badruddoja Majumder, Garrett S. Rose, Nicole McFarlane, Donatello Materassi:
Practical realisation of a return map immune Lorenz-based chaotic stream cipher in circuitry. IET Comput. Digit. Tech. 12(6): 297-305 (2018) - [c45]Sina Jahandari, Donatello Materassi:
Identification of Dynamical Strictly Causal Networks. CDC 2018: 4739-4744 - [i4]Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Misha Chertkov, Murti V. Salapaka:
Physics Informed Topology Learning in Networks of Linear Dynamical Systems. CoRR abs/1809.10535 (2018) - 2017
- [c44]John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli:
Inferring link changes in dynamic networks through power spectral density variations. Allerton 2017: 220-227 - [c43]Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka:
Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid. ACC 2017: 813-818 - [c42]Sina Jahandari, Donatello Materassi:
Analysis and compensation of asynchronous stock time series. ACC 2017: 1085-1090 - [c41]John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli:
Using Viterbi and Kalman to detect topological changes in dynamic networks. ACC 2017: 5410-5415 - [c40]Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Murti V. Salapaka:
Revisiting Kalman and Aizerman conjectures. CDC 2017: 523-528 - [c39]Saajid Haque, Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh:
An efficient partial-order representation of feasible schedules for online decisions. CDC 2017: 2641-2646 - [c38]Mihaela Dimovska, Donatello Materassi:
Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations. CDC 2017: 5268-5273 - [c37]Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka:
Learning the exact topology of undirected consensus networks. CDC 2017: 5784-5789 - [e1]Lingjie Duan, Anibal Sanjab, Husheng Li, Xu Chen, Donatello Materassi, Rachid El Azouzi:
Game Theory for Networks - 7th International EAI Conference, GameNets 2017 Knoxville, TN, USA, May 9, 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 212, Springer 2017, ISBN 978-3-319-67539-8 [contents] - [i3]Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka:
Exact Topology Reconstruction of Radial Dynamical Systems with Applications to Distribution System of the Power Grid. CoRR abs/1703.00847 (2017) - [i2]Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka:
Learning the Exact Topology of Undirected Consensus Networks. CoRR abs/1710.00032 (2017) - 2016
- [j10]Shreyas Bhaban, Donatello Materassi, Mingang Li, Thomas Hays, Murti V. Salapaka:
Interrogating Emergent Transport Properties for Molecular Motor Ensembles: A Semi-analytical Approach. PLoS Comput. Biol. 12(11) (2016) - [c36]Donatello Materassi, Murti V. Salapaka:
Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems. ACC 2016: 4661-4675 - [c35]Donatello Materassi, Murti V. Salapaka:
Fully observable networks with polytree structure. ACC 2016: 4676 - [c34]Donatello Materassi, Murti V. Salapaka:
Partially observable networks with polytree structure. ACC 2016: 4677 - [c33]Donatello Materassi, Murti V. Salapaka:
Links between notions of separation in graphs and observable statistics in networks of dynamic systems. ACC 2016: 4678 - [c32]Donatello Materassi, Murti V. Salapaka:
Reconstruction of Directed Acyclic Graphs and fundamental limitations. ACC 2016: 4679 - [c31]Donatello Materassi, Murti V. Salapaka:
Methods for network identification robust with respect to uncertainties in a topology. ACC 2016: 4680 - [c30]B. Ross Barmish, Scott Condie, Donatello Materassi, James A. Primbs, Sean Warnick:
On NASDAQ Order Book dynamics: New problems for the control field. ACC 2016: 5671-5672 - [c29]Saurav Talukdar, Shreyas Bhaban, Donatello Materassi, Murti V. Salapaka:
Steady state dynamics of molecular motors reveals load dependent cooperativity. CDC 2016: 3356-3362 - [c28]Firoozeh Sepehr, Donatello Materassi:
Inferring the structure of polytree networks of dynamic systems with hidden nodes. CDC 2016: 4618-4623 - [c27]Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh:
Demand response estimation based on aggregate data from heterogeneous users. MED 2016: 1083-1088 - [c26]Donatello Materassi:
Reconstructing tree structures of dynamic systems with hidden nodes under nonlinear dynamics. MED 2016: 1331-1336 - 2015
- [j9]Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh:
Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing. IEEE Trans. Smart Grid 6(4): 1884-1892 (2015) - [c25]Saurav Talukdar, Mangal Prakash, Donatello Materassi, Murti V. Salapaka:
Reconstruction of networks of cyclostationary processes. CDC 2015: 783-788 - [c24]Donatello Materassi, Murti V. Salapaka:
Identification of network components in presence of unobserved nodes. CDC 2015: 1563-1568 - [c23]Donatello Materassi, Murti V. Salapaka:
An algorithmic approach for lessening conservativeness of criteria determining absolute stability. MED 2015: 571-576 - 2014
- [j8]Mardavij Roozbehani, Donatello Materassi, Mesrob I. Ohannessian, Munther A. Dahleh:
Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads. IEEE Trans. Smart Grid 5(4): 1823-1834 (2014) - [c22]Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh:
Deferrable loads in energy markets: Optimal consumption policies. ACC 2014: 741-746 - [c21]Mesrob I. Ohannessian, Mardavij Roozbehani, Donatello Materassi, Munther A. Dahleh:
Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies. ACC 2014: 2798-2803 - [c20]Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh:
Deferrable loads in an energy market: Coordination under congestion constraints. MED 2014: 628-633 - 2013
- [j7]Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka:
Model identification of a network as compressing sensing. Syst. Control. Lett. 62(8): 664-672 (2013) - [c19]Donatello Materassi, Murti V. Salapaka:
Reconstruction of directed acyclic networks of dynamical systems. ACC 2013: 4687-4692 - 2012
- [j6]Giacomo Innocenti, Donatello Materassi:
Modeling the topology of a dynamical network via Wiener filtering approach. Autom. 48(5): 936-946 (2012) - [j5]Donatello Materassi, Murti V. Salapaka:
On the Problem of Reconstructing an Unknown Topology via Locality Properties of the Wiener Filter. IEEE Trans. Autom. Control. 57(7): 1765-1777 (2012) - [c18]Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh:
Equilibrium price distributions in energy markets with shiftable demand. CDC 2012: 3183-3188 - [c17]Donatello Materassi, Murti V. Salapaka:
Network reconstruction of dynamical polytrees with unobserved nodes. CDC 2012: 4629-4634 - 2011
- [j4]Donatello Materassi, Murti V. Salapaka:
A Generalized Zames-Falb Multiplier. IEEE Trans. Autom. Control. 56(6): 1432-1436 (2011) - [c16]Donatello Materassi:
Reconstruction of topologies for acyclic networks of dynamical systems. ACC 2011: 37-41 - [c15]Donatello Materassi, Murti V. Salapaka:
A generalized Zames-Falb multiplier. ACC 2011: 1990-1993 - [c14]Donatello Materassi, Murti V. Salapaka:
Causal and non-causal filtering for network reconstruction. ACC 2011: 4928-4933 - [c13]Donatello Materassi, Murti V. Salapaka, Laura Giarré:
Relations between structure and estimators in networks of dynamical systems. CDC/ECC 2011: 162-167 - [i1]Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka:
Model Identification of a Network as Compressing Sensing. CoRR abs/1103.0744 (2011) - 2010
- [j3]Donatello Materassi, Giacomo Innocenti:
Topological Identification in Networks of Dynamical Systems. IEEE Trans. Autom. Control. 55(8): 1860-1871 (2010) - [c12]Donatello Materassi, Murti V. Salapaka:
On the problem of reconstructing an unknown topology. ACC 2010: 2113-2118
2000 – 2009
- 2009
- [c11]Donatello Materassi, Murti V. Salapaka:
Less conservative absolute stability criteria using Integral Quadratic Constraints. ACC 2009: 113-118 - [c10]Donatello Materassi, Murti V. Salapaka:
Attraction domain estimates combining lyapunov functions. ACC 2009: 4007-4012 - [c9]Donatello Materassi, Giacomo Innocenti, Laura Giarré:
Reduced complexity models in the identification of dynamical networks: Links with sparsification problems. CDC 2009: 4796-4801 - 2008
- [j2]Donatello Materassi, Michele Basso:
Time Scaling of Chaotic Systems: Application to Secure Communications. Int. J. Bifurc. Chaos 18(2): 567-575 (2008) - [c8]Donatello Materassi, Giacomo Innocenti:
Topological identification in networks of dynamical systems. CDC 2008: 823-828 - 2007
- [j1]Michele Basso, Donatello Materassi:
Discussion on: "Digital Control of Interferometric Metrology Lines". Eur. J. Control 13(4): 416-418 (2007) - [c7]Donatello Materassi, Michele Basso:
Time Scaling Transformation in Dynamical Systems and an Application to Chaos Communications. ACC 2007: 5019-5024 - [c6]Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Michele Basso:
A composite circle criterion. CDC 2007: 4459-4464 - 2006
- [c5]Donatello Materassi, Murti V. Salapaka, Michele Basso:
A less conservative circle criterion. ACC 2006 - [c4]Donatello Materassi, Murti V. Salapaka, Michele Basso:
Identification of Interaction Potentials in Dynamic Mode Atomic Force Microscopy. CDC 2006: 3702-3705 - 2005
- [c3]Donatello Materassi, Murti V. Salapaka, Michele Basso:
Harmonic Bounds in Atomic Force Microscopy. CDC/ECC 2005: 8221-8226 - 2004
- [c2]Donatello Materassi, Michele Basso, Roberto Genesio:
Frequency analysis of atomic force microscopes with repulsive-attractive interaction potentials. CDC 2004: 3059-3061 - 2003
- [c1]Donatello Materassi, Michele Basso, Roberto Genesio:
A model for impact dynamics and its application to frequency analysis of tapping-mode atomic force microscopes. CDC 2003: 6218-6223
Coauthor Index
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