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Tomoharu Iwata
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Publications
- 2022
- [j31]Israr Ul Haq, Tomoharu Iwata, Yoshinobu Kawahara:
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos. Comput. Vis. Image Underst. 216: 103355 (2022) - [i43]Tomoharu Iwata, Yoshinobu Kawahara:
Data-driven End-to-end Learning of Pole Placement Control for Nonlinear Dynamics via Koopman Invariant Subspaces. CoRR abs/2208.08883 (2022) - [i40]Tomoharu Iwata, Yoshinobu Kawahara:
Modeling Nonlinear Dynamics in Continuous Time with Inductive Biases on Decay Rates and/or Frequencies. CoRR abs/2212.13033 (2022) - 2021
- [c103]Tomoharu Iwata, Yoshinobu Kawahara:
Controlling Nonlinear Dynamical Systems with Linear Quadratic Regulator-based Policy Networks in Koopman space. CDC 2021: 5086-5091 - [i38]Tomoharu Iwata, Yoshinobu Kawahara:
Meta-Learning for Koopman Spectral Analysis with Short Time-series. CoRR abs/2102.04683 (2021) - 2020
- [i18]Tomoharu Iwata, Yoshinobu Kawahara:
Neural Dynamic Mode Decomposition for End-to-End Modeling of Nonlinear Dynamics. CoRR abs/2012.06191 (2020) - 2017
- [c56]Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata:
Structurally Regularized Non-negative Tensor Factorization for Spatio-Temporal Pattern Discoveries. ECML/PKDD (1) 2017: 582-598 - 2015
- [c45]Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata:
Higher Order Fused Regularization for Supervised Learning with Grouped Parameters. ECML/PKDD (1) 2015: 577-593
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