koopman operator

Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems UAI 2026 Koopman-BoxQP: Solving Large-Scale NMPC at kHz Rates L4DC 2026 Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026 Koopman Operator for Stability Analysis: Theory with a Linear–Radial Product Reproducing Kernel L4DC 2026 Latent Linear Quadratic Regulator for Robotic Control Tasks L4DC 2026 On the Exponential Stability of Koopman Model Predictive Control L4DC 2026 Physics-Informed Koopman Neural Estimation of the Heston Model from High-Frequency Observations AAAI 2026 ReLaX: Reasoning with Latent Exploration for Large Reasoning Models CVPR 2026 Residual Koopman Spectral Profiling for Predicting and Preventing Transformer Training Instability UAI 2026 Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees L4DC 2026 Scalable Infinitesimal Generator–Based Koopman Learning for Long-Horizon Prediction L4DC 2026 Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting AAAI 2026 Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations ICLR 2025 Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots L4DC 2025 Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator L4DC 2025 Enhancing Counterfactual Estimation: A Focus on Temporal Treatments IJCAI 2025 KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025 KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis ICML 2025 Koopman Based Trajectory Optimization with Mixed Boundaries L4DC 2025 Koopman-Equivariant Gaussian Processes AISTATS 2025 KoopMotion: Learning Almost Divergence Free Koopman Flow Fields for Motion Planning CoRL 2025 MamKO: Mamba-based Koopman operator for modeling and predictive control ICLR 2025 ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals ICML 2025 SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting ICML 2025 Consistent Long-Term Forecasting of Ergodic Dynamical Systems ICML 2024