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ENTITY Erik Lien Bolager

Erik Lien Bolager

PulseAugur coverage of Erik Lien Bolager — every cluster mentioning Erik Lien Bolager across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_135409 ·

    New RNNs bypass gradient descent using Koopman operator theory

    Researchers have developed Koopman-informed recurrent neural networks (RNNs) that bypass traditional gradient-based training methods like backpropagation through time. This novel approach combines random feature network…

  2. RESEARCH · CL_05015 ·

    New methods streamline dictionary learning for kernel methods in dynamical systems and regression

    Researchers have developed a new method to streamline kernel learning for approximating Koopman operators in nonlinear dynamical systems. This approach extends dictionary learning to kernel EDMD, enabling gradient-based…