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ORCIDAlexander Davydov 0001
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- affiliation: University of Maryland, Department of Mechanical Engineering, College Park, MD, USA
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- Alexander Davydov — disambiguation page
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2020 – today
- 2024
[j12]Alexander Davydov
, Francesco Bullo:
Exponential Stability of Parametric Optimization-Based Controllers via Lur'e Contractivity. IEEE Control. Syst. Lett. 8: 1277-1282 (2024)- [j11]Veronica Centorrino, Alexander Davydov, Anand Gokhale, Giovanni Russo, Francesco Bullo:
On Weakly Contracting Dynamics for Convex Optimization. IEEE Control. Syst. Lett. 8: 1745-1750 (2024) - [j10]Alexander Davydov, Francesco Bullo:
Perspectives on Contractivity in Control, Optimization, and Learning. IEEE Control. Syst. Lett. 8: 2087-2098 (2024) - [j9]Anand Gokhale, Alexander Davydov, Francesco Bullo:
Proximal Gradient Dynamics: Monotonicity, Exponential Convergence, and Applications. IEEE Control. Syst. Lett. 8: 2853-2858 (2024) - [j8]Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo:
Positive Competitive Networks for Sparse Reconstruction. Neural Comput. 36(6): 1163-1197 (2024) - [i17]Sean Jaffe, Alexander Davydov, Deniz Lapsekili, Ambuj K. Singh, Francesco Bullo:
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees. CoRR abs/2402.08090 (2024) - [i16]Alexander Davydov, Francesco Bullo:
Exponential Stability of Parametric Optimization-Based Controllers via Lur'e Contractivity. CoRR abs/2403.08159 (2024) - [i15]Alexander Davydov, Francesco Bullo:
Perspectives on Contractivity in Control, Optimization, and Learning. CoRR abs/2404.11707 (2024) - [i14]Anand Gokhale, Alexander Davydov, Francesco Bullo:
Proximal Gradient Dynamics: Monotonicity, Exponential Convergence, and Applications. CoRR abs/2409.10664 (2024) - 2023
- [j7]Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo:
Euclidean Contractivity of Neural Networks With Symmetric Weights. IEEE Control. Syst. Lett. 7: 1724-1729 (2023) - [j6]Anand Gokhale, Alexander Davydov, Francesco Bullo:
Contractivity of Distributed Optimization and Nash Seeking Dynamics. IEEE Control. Syst. Lett. 7: 3896-3901 (2023) - [j5]Anton V. Proskurnikov, Alexander Davydov, Francesco Bullo:
The Yakubovich S-Lemma Revisited: Stability and Contractivity in Non-Euclidean Norms. SIAM J. Control. Optim. 61(4): 1955-1978 (2023) - [j4]Saber Jafarpour, Alexander Davydov, Francesco Bullo:
Non-Euclidean Contraction Theory for Monotone and Positive Systems. IEEE Trans. Autom. Control. 68(9): 5653-5660 (2023) - [c8]Xiaotian Xu, Alexander Davydov, Yancy Diaz-Mercado:
On the Equivalence of Multi-Agent 2D Coverage Control and Leader-Follower Consensus Network. ACC 2023: 503-508 - [i13]Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo:
Euclidean Contractivity of Neural Networks with Symmetric Weights. CoRR abs/2302.13452 (2023) - [i12]Alexander Davydov, Veronica Centorrino, Anand Gokhale, Giovanni Russo, Francesco Bullo:
Contracting Dynamics for Time-Varying Convex Optimization. CoRR abs/2305.15595 (2023) - [i11]Anand Gokhale, Alexander Davydov, Francesco Bullo:
Contractivity of Distributed Optimization and Nash Seeking Dynamics. CoRR abs/2309.05873 (2023) - [i10]Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo:
Positive Competitive Networks for Sparse Reconstruction. CoRR abs/2311.03821 (2023) - 2022
- [j3]Alexander Davydov, Saber Jafarpour, Francesco Bullo:
Non-Euclidean Contraction Theory for Robust Nonlinear Stability. IEEE Trans. Autom. Control. 67(12): 6667-6681 (2022) - [c7]Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo:
Non-Euclidean Contractivity of Recurrent Neural Networks. ACC 2022: 1527-1534 - [c6]Alexander Davydov, Saber Jafarpour, Matthew Abate, Francesco Bullo, Samuel Coogan:
Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. CDC 2022: 2073-2078 - [c5]Alexander Davydov, Saber Jafarpour, Anton V. Proskurnikov, Francesco Bullo:
Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. CDC 2022: 6332-6337 - [c4]Saber Jafarpour, Matthew Abate, Alexander Davydov, Francesco Bullo, Samuel Coogan:
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. L4DC 2022: 917-930 - [i9]Alexander Davydov, Saber Jafarpour, Matthew Abate, Francesco Bullo, Samuel Coogan:
Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. CoRR abs/2204.00187 (2022) - [i8]Alexander Davydov, Saber Jafarpour, Anton V. Proskurnikov, Francesco Bullo:
Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. CoRR abs/2204.01877 (2022) - [i7]Anton V. Proskurnikov, Alexander Davydov, Francesco Bullo:
The Yakubovich S-Lemma Revisited: Stability and Contractivity in Non-Euclidean Norms. CoRR abs/2207.14579 (2022) - [i6]Saber Jafarpour, Alexander Davydov, Matthew Abate, Francesco Bullo, Samuel Coogan:
Robust Training and Verification of Implicit Neural Networks: A Non-Euclidean Contractive Approach. CoRR abs/2208.03889 (2022) - 2021
- [j2]Alexander Davydov, Phillip Rivera-Ortiz, Yancy Diaz-Mercado:
Pursuer Coordination in Multi-Player Reach-Avoid Games Through Control Barrier Functions. IEEE Control. Syst. Lett. 5(6): 1910-1915 (2021) - [c3]Alexander Davydov, Phillip Rivera-Ortiz, Yancy Diaz-Mercado:
Pursuer Coordination in Multi-Player Reach-Avoid Games through Control Barrier Functions. ACC 2021: 3222-3227 - [c2]Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour:
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CDC 2021: 2923-2928 - [c1]Saber Jafarpour, Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo:
Robust Implicit Networks via Non-Euclidean Contractions. NeurIPS 2021: 9857-9868 - [i5]Alexander Davydov, Saber Jafarpour, Francesco Bullo:
Non-Euclidean Contraction Theory via Semi-Inner Products. CoRR abs/2103.12263 (2021) - [i4]Saber Jafarpour, Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo:
Robust Implicit Networks via Non-Euclidean Contractions. CoRR abs/2106.03194 (2021) - [i3]Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour:
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CoRR abs/2110.03623 (2021) - [i2]Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo:
Non-Euclidean Contractivity of Recurrent Neural Networks. CoRR abs/2110.08298 (2021) - [i1]Saber Jafarpour, Matthew Abate, Alexander Davydov, Francesco Bullo, Samuel Coogan:
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. CoRR abs/2112.05310 (2021) - 2020
- [j1]Alexander Davydov, Yancy Diaz-Mercado:
Sparsity Structure and Optimality of Multi-Robot Coverage Control. IEEE Control. Syst. Lett. 4(1): 13-18 (2020)
Coauthor Index
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