Ivan Markovsky

Control and Systems Engineering · 2005–2021

A researcher in the Science corpus: 9 papers; trusts 30 researchers and is trusted by 22 researchers here, as inferred from the citation graph.

Subfields

• Control and Systems Engineering — 37 citations into it; #1,230 of 8,257 by trust here, #1,814 by citations
• Statistics and Probability — 13 citations into it
• Artificial Intelligence — 9 citations into it
• Statistical and Nonlinear Physics — 9 citations into it; #3,465 of 10,127 by trust here, #7,024 by citations
• Computational Theory and Mathematics — 7 citations into it
• Computational Mechanics — 6 citations into it; #2,949 of 10,001 by trust here, #8,258 by citations

Whom Ivan Markovsky trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. S. Van Huffel
2. Jan C. Willems
3. Alexander Kukush
4. Paolo Rapisarda
5. C. De Persis
6. B. De Moor
7. Steven L. Brunton
8. Huan Xu
9. Henk van Waarde
10. Francesco Borrelli

Who trusts Ivan Markovsky overall

1. Florian Dörfler
2. Jeremy Coulson
3. Jennifer Annoni
4. Peiliang Xu
5. Madeleine Udell
6. Julian Berberich
7. P. Seiler
8. John Lygeros
9. Jing-nan Liu
10. Corinne Horn

Papers from Ivan Markovsky's perspective

Ordered by how strongly the researchers Ivan Markovsky trusts endorse each paper. Same corpus, a different order for every researcher.

1. A note on persistency of excitation (IEEE Conference on Decision and Control)
2. Data-driven simulation and control (International Journal of Control)
3. Dynamic Mode Decomposition with Control (SIAM Journal on Applied Dynamical Systems)
4. Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX=B
5. Regression Shrinkage and Selection via the Lasso
6. Linear Matrix Inequalities in Control
7. On the Sample Complexity of the Linear Quadratic Regulator
8. ImageNet classification with deep convolutional neural networks
9. Subspace Identification for Linear Systems: Theory ― Implementation ― Applications
10. Support-Vector Networks

Their papers

• Behavioral systems theory in data-driven analysis, signal processing, and control (2021) — 372 citations
• Bridging Direct and Indirect Data-Driven Control Formulations via Regularizations and Relaxations (2021) — 308 citations
• Low Rank Approximation - Algorithms, Implementation, Applications (2011) — 336 citations
• Data-driven simulation and control (2008) — 349 citations
• Overview of total least-squares methods (2007) — 879 citations
• Consistency of the structured total least squares estimator in a multivariate errors-in-variables model (2005) — 60 citations
• Technical Communique: Linear dynamic filtering with noisy input and output (2005) — 48 citations
• On the equivalence between total least squares and maximum likelihood PCA (2005) — 57 citations
• A note on persistency of excitation (2005) — 1,336 citations