Alexander Davydov

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

Parametric Optimization

Exponential Stability

Takagi Sugeno Fuzzy

Top Venues

IEEE Control. Syst. Lett.

Publications

Sean Jaffe, Alexander Davydov, Deniz Lapsekili, Ambuj K. Singh, Francesco Bullo
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees. CoRR (2024)
Alexander Davydov, Francesco Bullo
Exponential Stability of Parametric Optimization-Based Controllers via Lur'e Contractivity. IEEE Control. Syst. Lett. 8 (2024)
Alexander Davydov, Francesco Bullo
Perspectives on Contractivity in Control, Optimization, and Learning. CoRR (2024)
Veronica Centorrino, Alexander Davydov, Anand Gokhale, Giovanni Russo, Francesco Bullo
On Weakly Contracting Dynamics for Convex Optimization. IEEE Control. Syst. Lett. 8 (2024)
Alexander Davydov, Francesco Bullo
Exponential Stability of Parametric Optimization-Based Controllers via Lur'e Contractivity. CoRR (2024)
Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo
Positive Competitive Networks for Sparse Reconstruction. CoRR (2023)
Anand Gokhale, Alexander Davydov, Francesco Bullo
Contractivity of Distributed Optimization and Nash Seeking Dynamics. IEEE Control. Syst. Lett. 7 (2023)
Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo
Euclidean Contractivity of Neural Networks With Symmetric Weights. IEEE Control. Syst. Lett. 7 (2023)
Anand Gokhale, Alexander Davydov, Francesco Bullo
Contractivity of Distributed Optimization and Nash Seeking Dynamics. CoRR (2023)
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) (2023)
Saber Jafarpour, Alexander Davydov, Francesco Bullo
Non-Euclidean Contraction Theory for Monotone and Positive Systems. IEEE Trans. Autom. Control. 68 (9) (2023)
Alexander Davydov, Veronica Centorrino, Anand Gokhale, Giovanni Russo, Francesco Bullo
Contracting Dynamics for Time-Varying Convex Optimization. CoRR (2023)
Xiaotian Xu, Alexander Davydov, Yancy Diaz-Mercado
On the Equivalence of Multi-Agent 2D Coverage Control and Leader-Follower Consensus Network. ACC (2023)
Veronica Centorrino, Anand Gokhale, Alexander Davydov, Giovanni Russo, Francesco Bullo
Euclidean Contractivity of Neural Networks with Symmetric Weights. CoRR (2023)
Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo
Non-Euclidean Contractivity of Recurrent Neural Networks. ACC (2022)
Saber Jafarpour, Matthew Abate, Alexander Davydov, Francesco Bullo, Samuel Coogan
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. L4DC (2022)
Alexander Davydov, Saber Jafarpour, Francesco Bullo
Non-Euclidean Contraction Theory for Robust Nonlinear Stability. IEEE Trans. Autom. Control. 67 (12) (2022)
Anton V. Proskurnikov, Alexander Davydov, Francesco Bullo
The Yakubovich S-Lemma Revisited: Stability and Contractivity in Non-Euclidean Norms. CoRR (2022)
Alexander Davydov, Saber Jafarpour, Anton V. Proskurnikov, Francesco Bullo
Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. CDC (2022)
Alexander Davydov, Saber Jafarpour, Anton V. Proskurnikov, Francesco Bullo
Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. CoRR (2022)
Alexander Davydov, Saber Jafarpour, Matthew Abate, Francesco Bullo, Samuel Coogan
Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. CoRR (2022)
Saber Jafarpour, Alexander Davydov, Matthew Abate, Francesco Bullo, Samuel Coogan
Robust Training and Verification of Implicit Neural Networks: A Non-Euclidean Contractive Approach. CoRR (2022)
Alexander Davydov, Saber Jafarpour, Matthew Abate, Francesco Bullo, Samuel Coogan
Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. CDC (2022)
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) (2021)
Saber Jafarpour, Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo
Robust Implicit Networks via Non-Euclidean Contractions. CoRR (2021)
Alexander Davydov, Saber Jafarpour, Francesco Bullo
Non-Euclidean Contraction Theory via Semi-Inner Products. CoRR (2021)
Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CDC (2021)
Saber Jafarpour, Matthew Abate, Alexander Davydov, Francesco Bullo, Samuel Coogan
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. CoRR (2021)
Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CoRR (2021)
Saber Jafarpour, Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo
Robust Implicit Networks via Non-Euclidean Contractions. NeurIPS (2021)
Alexander Davydov, Anton V. Proskurnikov, Francesco Bullo
Non-Euclidean Contractivity of Recurrent Neural Networks. CoRR (2021)
Alexander Davydov, Phillip Rivera-Ortiz, Yancy Diaz-Mercado
Pursuer Coordination in Multi-Player Reach-Avoid Games through Control Barrier Functions. ACC (2021)
Alexander Davydov, Yancy Diaz-Mercado
Sparsity Structure and Optimality of Multi-Robot Coverage Control. IEEE Control. Syst. Lett. 4 (1) (2020)