Sparsity Structure and Optimality of Multi-Robot Coverage Control. - Alexander Davydov 001; Yancy Diaz-Mercado (IEEE Control. Syst. Lett., 2020)

From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. - Francesco Bullo; Pedro Cisneros-Velarde; Alexander Davydov 001; Saber Jafarpour (CDC, 2021)

Robust Implicit Networks via Non-Euclidean Contractions. - Saber Jafarpour; Alexander Davydov 001; Anton V. Proskurnikov; Francesco Bullo (NeurIPS, 2021)

Non-Euclidean Contraction Theory via Semi-Inner Products. - Alexander Davydov 001; Saber Jafarpour; Francesco Bullo (CoRR, 2021)

Pursuer Coordination in Multi-Player Reach-Avoid Games Through Control Barrier Functions. - Alexander Davydov 001; Phillip Rivera-Ortiz; Yancy Diaz-Mercado (IEEE Control. Syst. Lett., 2021)

Non-Euclidean Contractivity of Recurrent Neural Networks. - Alexander Davydov 001; Anton V. Proskurnikov; Francesco Bullo (ACC, 2022)

Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. - Alexander Davydov 001; Saber Jafarpour; Matthew Abate; Francesco Bullo; Samuel Coogan 001 (CDC, 2022)

Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. - Alexander Davydov 001; Saber Jafarpour; Anton V. Proskurnikov; Francesco Bullo (CDC, 2022)

Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. - Saber Jafarpour; Matthew Abate; Alexander Davydov 001; Francesco Bullo; Samuel Coogan 001 (L4DC, 2022)

Robust Training and Verification of Implicit Neural Networks: A Non-Euclidean Contractive Approach. - Saber Jafarpour; Alexander Davydov 001; Matthew Abate; Francesco Bullo; Samuel Coogan 001 (CoRR, 2022)

Non-Euclidean Contraction Theory for Robust Nonlinear Stability. - Alexander Davydov 001; Saber Jafarpour; Francesco Bullo (IEEE Trans. Autom. Control., 2022)

On the Equivalence of Multi-Agent 2D Coverage Control and Leader-Follower Consensus Network. - Xiaotian Xu; Alexander Davydov 001; Yancy Diaz-Mercado (ACC, 2023)

Contracting Dynamics for Time-Varying Convex Optimization. - Alexander Davydov 001; Veronica Centorrino; Anand Gokhale; Giovanni Russo 002; Francesco Bullo (CoRR, 2023)

Euclidean Contractivity of Neural Networks With Symmetric Weights. - Veronica Centorrino; Anand Gokhale; Alexander Davydov 001; Giovanni Russo 002; Francesco Bullo (IEEE Control. Syst. Lett., 2023)

Contractivity of Distributed Optimization and Nash Seeking Dynamics. - Anand Gokhale; Alexander Davydov 001; Francesco Bullo (IEEE Control. Syst. Lett., 2023)

The Yakubovich S-Lemma Revisited: Stability and Contractivity in Non-Euclidean Norms. - Anton V. Proskurnikov; Alexander Davydov 001; Francesco Bullo (SIAM J. Control. Optim., 2023)

Non-Euclidean Contraction Theory for Monotone and Positive Systems. - Saber Jafarpour; Alexander Davydov 001; Francesco Bullo (IEEE Trans. Autom. Control., 2023)

Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees. - Sean Jaffe; Alexander Davydov 001; Deniz Lapsekili; Ambuj K. Singh; Francesco Bullo (NeurIPS, 2024)

On Weakly Contracting Dynamics for Convex Optimization. - Veronica Centorrino; Alexander Davydov 001; Anand Gokhale; Giovanni Russo 002; Francesco Bullo (IEEE Control. Syst. Lett., 2024)

Exponential Stability of Parametric Optimization-Based Controllers via Lur'e Contractivity. - Alexander Davydov 001; Francesco Bullo (IEEE Control. Syst. Lett., 2024)

Perspectives on Contractivity in Control, Optimization, and Learning. - Alexander Davydov 001; Francesco Bullo (IEEE Control. Syst. Lett., 2024)

Proximal Gradient Dynamics: Monotonicity, Exponential Convergence, and Applications. - Anand Gokhale; Alexander Davydov 001; Francesco Bullo (IEEE Control. Syst. Lett., 2024)

Positive Competitive Networks for Sparse Reconstruction. - Veronica Centorrino; Anand Gokhale; Alexander Davydov 001; Giovanni Russo 002; Francesco Bullo (Neural Comput., 2024)

Non-Euclidean Contraction Analysis of Continuous-Time Neural Networks. - Alexander Davydov 001; Anton V. Proskurnikov; Francesco Bullo (IEEE Trans. Autom. Control., 2025)