Spectral Flow Learning Theory: Finite-Sample Guarantees for Vector-Field Identification
Fuente:
arXiv
Saved in:
| Main Authors: | Leung, Chi Ho, Paré, Philip E. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Safety Guarantees for Port-Hamiltonian Systems with Learned Energy Functions
by: Leung, Chi Ho, et al.
Published: (2025)
by: Leung, Chi Ho, et al.
Published: (2025)
Learning Passive Continuous-Time Dynamics with Multistep Port-Hamiltonian Gaussian Processes
by: Leung, Chi Ho, et al.
Published: (2025)
by: Leung, Chi Ho, et al.
Published: (2025)
Port-Transversal Barriers: Graph-Theoretic Safety for Port-Hamiltonian Systems
by: Leung, Chi Ho, et al.
Published: (2026)
by: Leung, Chi Ho, et al.
Published: (2026)
Online Identification of Time-Varying Systems Using Excitation Sets and Change Point Detection
by: Leung, Chi Ho, et al.
Published: (2024)
by: Leung, Chi Ho, et al.
Published: (2024)
Collaborative Safe Formation Control for Coupled Multi-Agent Systems
by: Butler, Brooks A., et al.
Published: (2023)
by: Butler, Brooks A., et al.
Published: (2023)
Collaborative Safety-Critical Formation Control with Obstacle Avoidance
by: Butler, Brooks A., et al.
Published: (2024)
by: Butler, Brooks A., et al.
Published: (2024)
Error-In-Variables Methods for Efficient System Identification with Finite-Sample Guarantees
by: Zhang, Yuyang, et al.
Published: (2025)
by: Zhang, Yuyang, et al.
Published: (2025)
Collaborative Safety-Critical Control for Dynamically Coupled Networked Systems
by: Butler, Brooks A., et al.
Published: (2023)
by: Butler, Brooks A., et al.
Published: (2023)
Peak Infection Time for a Networked SIR Epidemic with Opinion Dynamics
by: She, Baike, et al.
Published: (2021)
by: She, Baike, et al.
Published: (2021)
Finite Sample Frequency Domain Identification
by: Tsiamis, Anastasios, et al.
Published: (2024)
by: Tsiamis, Anastasios, et al.
Published: (2024)
Distributed Reproduction Numbers of Networked Epidemics
by: She, Baike, et al.
Published: (2023)
by: She, Baike, et al.
Published: (2023)
Finite Sample Analysis of Subspace Identification for Stochastic Systems
by: Sun, Shuai, et al.
Published: (2025)
by: Sun, Shuai, et al.
Published: (2025)
Finite Sample Performance Analysis of MIMO Systems Identification
by: Sun, Shuai, et al.
Published: (2023)
by: Sun, Shuai, et al.
Published: (2023)
Hybrid SIS Dynamics for Demand Modeling of Frequently Updated Products
by: Walter, Ian, et al.
Published: (2025)
by: Walter, Ian, et al.
Published: (2025)
Optimal Bayesian Persuasion for Containing SIS Epidemics
by: Maitra, Urmee, et al.
Published: (2024)
by: Maitra, Urmee, et al.
Published: (2024)
Global and Distributed Reproduction Numbers of a Multilayer SIR Model with an Infrastructure Network
by: Caiza, José I., et al.
Published: (2024)
by: Caiza, José I., et al.
Published: (2024)
Robust Safety-Critical Control of Networked SIR Dynamics
by: Samadi, Saba, et al.
Published: (2026)
by: Samadi, Saba, et al.
Published: (2026)
Finite Sample Analysis of Open-loop Subspace Identification Methods
by: He, Jiabao, et al.
Published: (2025)
by: He, Jiabao, et al.
Published: (2025)
Finite Sample Analysis for a Class of Subspace Identification Methods
by: He, Jiabao, et al.
Published: (2024)
by: He, Jiabao, et al.
Published: (2024)
Control of SIR Epidemics: Sacrificing Optimality for Feasibility
by: She, Baike, et al.
Published: (2024)
by: She, Baike, et al.
Published: (2024)
Finite Sample Identification of Partially Observed Bilinear Dynamical Systems
by: Sattar, Yahya, et al.
Published: (2025)
by: Sattar, Yahya, et al.
Published: (2025)
Learning to Pursue AC Optimal Power Flow Solutions with Feasibility Guarantees
by: Ajeyemi, Damola, et al.
Published: (2025)
by: Ajeyemi, Damola, et al.
Published: (2025)
Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control
by: Zhou, Hongyi, et al.
Published: (2025)
by: Zhou, Hongyi, et al.
Published: (2025)
Stochastic MPC for Finite Gaussian Mixture Disturbances with Guarantees
by: Engelaar, Maico H. W., et al.
Published: (2024)
by: Engelaar, Maico H. W., et al.
Published: (2024)
Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy
by: Chen, Bo, et al.
Published: (2025)
by: Chen, Bo, et al.
Published: (2025)
HyParLyVe: Hyperplane Partitioning for Neural Lyapunov Verification
by: Wayment, Jesse, et al.
Published: (2026)
by: Wayment, Jesse, et al.
Published: (2026)
Safe Reference Tracking and Collision Avoidance for Taxiing Aircraft Using an MPC-CBF Framework
by: Butler, Brooks A., et al.
Published: (2024)
by: Butler, Brooks A., et al.
Published: (2024)
A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $SIR$ Epidemics
by: Zhong, Aiping, et al.
Published: (2025)
by: Zhong, Aiping, et al.
Published: (2025)
Finite-time Convergent Control Barrier Functions with Feasibility Guarantees
by: Li, Anni, et al.
Published: (2026)
by: Li, Anni, et al.
Published: (2026)
On a Network SIS Epidemic Model with Cooperative and Antagonistic Opinion Dynamics
by: She, Baike, et al.
Published: (2021)
by: She, Baike, et al.
Published: (2021)
Finite-State Decentralized Policy-Based Control With Guaranteed Ground Coverage
by: Rastgoftar, Hossein
Published: (2026)
by: Rastgoftar, Hossein
Published: (2026)
On Finite- and Fixed-Time Stabilization of Abstract Nonlinear Systems with Well-Posedness Guarantees
by: Fenza, Kamal, et al.
Published: (2025)
by: Fenza, Kamal, et al.
Published: (2025)
Finite Control Set Model Predictive Control with Limit Cycle Stability Guarantees
by: Xu, Duo, et al.
Published: (2024)
by: Xu, Duo, et al.
Published: (2024)
Frequency Response Identification of Low-Order Systems: Finite-Sample Analysis
by: Honarpisheh, Arya, et al.
Published: (2025)
by: Honarpisheh, Arya, et al.
Published: (2025)
Distributed Finite-Horizon Optimal Control for Consensus with Differential Privacy Guarantees
by: Ma, Yuwen, et al.
Published: (2025)
by: Ma, Yuwen, et al.
Published: (2025)
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
by: Musavi, Negin, et al.
Published: (2024)
by: Musavi, Negin, et al.
Published: (2024)
Sampling-Based Safety Filter with Probabilistic Restrictiveness Guarantee
by: Park, Junyoung, et al.
Published: (2026)
by: Park, Junyoung, et al.
Published: (2026)
Finite-Step Invariant Sets for Hybrid Systems with Probabilistic Guarantees
by: Madabushi, Varun, et al.
Published: (2026)
by: Madabushi, Varun, et al.
Published: (2026)
PAC Finite-Time Safety Guarantees for Stochastic Systems with Unknown Disturbance Distributions
by: Wu, Taoran, et al.
Published: (2026)
by: Wu, Taoran, et al.
Published: (2026)
Sample Complexity Bounds for Linear System Identification from a Finite Set
by: Chatzikiriakos, Nicolas, et al.
Published: (2024)
by: Chatzikiriakos, Nicolas, et al.
Published: (2024)
Similar Items
-
Bayesian Safety Guarantees for Port-Hamiltonian Systems with Learned Energy Functions
by: Leung, Chi Ho, et al.
Published: (2025) -
Learning Passive Continuous-Time Dynamics with Multistep Port-Hamiltonian Gaussian Processes
by: Leung, Chi Ho, et al.
Published: (2025) -
Port-Transversal Barriers: Graph-Theoretic Safety for Port-Hamiltonian Systems
by: Leung, Chi Ho, et al.
Published: (2026) -
Online Identification of Time-Varying Systems Using Excitation Sets and Change Point Detection
by: Leung, Chi Ho, et al.
Published: (2024) -
Collaborative Safe Formation Control for Coupled Multi-Agent Systems
by: Butler, Brooks A., et al.
Published: (2023)