dynamic mode decomposition

Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems UAI 2026 Residual Koopman Spectral Profiling for Predicting and Preventing Transformer Training Instability UAI 2026 Sparse-to-Field Reconstruction via Stochastic Neural Dynamic Mode Decomposition L4DC 2026 Informative Input Design for Dynamic Mode Decomposition L4DC 2025 When Graph Neural Networks Meet Dynamic Mode Decomposition ICLR 2025 PyDMD: A Python Package for Robust Dynamic Mode Decomposition JMLR 2024 Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023 Data-Efficient Model Learning for Control with Jacobian-Regularized Dynamic-Mode Decomposition CoRL 2022 Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition L4DC 2022 Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021 EigenEmo: Spectral Utterance Representation Using Dynamic Mode Decomposition for Speech Emotion Classification Interspeech 2020 Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise JMLR 2020 EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL 2019 Bayesian Dynamic Mode Decomposition IJCAI 2017 Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NeurIPS 2017 Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis NeurIPS 2016