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subspace method

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system identification (2) dimensionality reduction (2) certainty equivalent control (1) linear time-invariant system (1) linear time-invariant (1) manhattan distance (1) tensor recovery (1) kernel methods (1) neural network (1) kernel canonical correlation analysis (1)

Papers

Fast Guaranteed Tensor Recovery with Adaptive Tensor Nuclear Norm IJCAI 2025 Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024 Finite Time LTI System Identification JMLR 2021 Adaptive Subspaces for Few-Shot Learning CVPR 2020 Sample Complexity of Kalman Filtering for Unknown Systems L4DC 2020 Subspace-Based Face Recognition in Analog VLSI NeurIPS 2007 A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NeurIPS 2006