{"total":34,"rows":[{"id":"2307.09912","title":"Learning invariant representations of time-homogeneous stochastic dynamical systems","created":"2023-07-19","cited_by_count":17,"area":null},{"id":"2405.14778","title":"Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms","created":"2024-05-23","cited_by_count":12,"area":null},{"id":"2312.13426","title":"Consistent Long-Term Forecasting of Ergodic Dynamical Systems","created":"2023-12-20","cited_by_count":10,"area":null},{"id":"2403.02524","title":"Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces","created":"2024-03-04","cited_by_count":9,"area":null},{"id":"2405.12940","title":"Learning the Infinitesimal Generator of Stochastic Diffusion Processes","created":"2024-05-21","cited_by_count":9,"area":null},{"id":"2411.19653","title":"Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal","created":"2024-11-29","cited_by_count":8,"area":null},{"id":"2405.07312","title":"Nonparametric Control Koopman Operators","created":"2024-05-12","cited_by_count":7,"area":null},{"id":"2410.14477","title":"Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups","created":"2024-10-18","cited_by_count":7,"area":null},{"id":"2505.18671","title":"Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems","created":"2025-05-24","cited_by_count":7,"area":null},{"id":"2406.09028","title":"From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach","created":"2024-06-13","cited_by_count":6,"area":null},{"id":"2502.06645","title":"Koopman-Equivariant Gaussian Processes","created":"2025-02-10","cited_by_count":6,"area":null},{"id":"2507.07222","title":"Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems","created":"2025-07-09","cited_by_count":5,"area":null},{"id":"2506.10899","title":"Demystifying Spectral Feature Learning for Instrumental Variable Regression","created":"2025-06-12","cited_by_count":4,"area":null},{"id":"2510.13025","title":"Information Shapes Koopman Representation","created":"2025-10-14","cited_by_count":4,"area":null},{"id":"2405.07432","title":"Nonparametric Sparse Online Learning of the Koopman Operator","created":"2024-05-13","cited_by_count":2,"area":null},{"id":"2407.16407","title":"Data-Driven Stochastic Optimal Control in Reproducing Kernel Hilbert Spaces","created":"2024-07-23","cited_by_count":2,"area":null},{"id":"2501.02721","title":"Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators","created":"2025-01-06","cited_by_count":2,"area":null},{"id":"2509.24920","title":"A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems","created":"2025-09-29","cited_by_count":2,"area":null},{"id":"2412.01591","title":"Kernel-Based Optimal Control: An Infinitesimal Generator Approach","created":"2024-12-02","cited_by_count":1,"area":null},{"id":"2512.21409","title":"kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning","created":"2025-12-24","cited_by_count":1,"area":null},{"id":"2602.09791","title":"Toeplitz Based Spectral Methods for Data-driven Dynamical Systems","created":"2026-02-10","cited_by_count":1,"area":null},{"id":"2607.01819","title":"Koopman operator theory: fundamentals, control, and applications","created":"2026-07-02","cited_by_count":1,"area":null},{"id":"2311.12615","title":"Koopman Learning with Episodic Memory","created":"2023-11-21","cited_by_count":0,"area":null},{"id":"2501.16489","title":"Nonparametric Sparse Online Learning of the Koopman Operator","created":"2025-01-27","cited_by_count":0,"area":null},{"id":"2502.16828","title":"Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning","created":"2025-02-24","cited_by_count":0,"area":null},{"id":"2511.12760","title":"Conformal Online Learning of Deep Koopman Linear Embeddings","created":"2025-11-16","cited_by_count":0,"area":null},{"id":"2605.18276","title":"Geometric Dictionary Learning of Dynamical Systems with Optimal Transport","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2605.24666","title":"Finding Koopman Invariant Subspaces via Personalized PageRank","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2606.04930","title":"AdaKoop: Efficient Modeling of Nonlinear Dynamics from Nonstationary Data Streams with Koopman Operator Regression","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2607.11344","title":"Learning to control switching nonlinear systems with Koopman operator regression","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2609.19428","title":"Demystifying Linear Operator Learning for Control Systems","created":"2026-09-16","cited_by_count":0,"area":null},{"id":"2609.35429","title":"Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantification","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.35598","title":"Learning Conditional Expectation Operators via Functional Newton Updates","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.02990","title":"Differentiable Koopman Operator for Contrastive Learning on Dynamic Graphs","created":"2026-10-02","cited_by_count":0,"area":null}],"next_cursor":null}