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hankel matrix

11 papers

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Co-occurring keywords · papers mentioning both

spectral learning (4) singular value decomposition (4) weighted automaton (3) system identification (3) low-rank approximation (3) spectral method (2) concentration bound (2) nuclear norm regularization (2) nuclear norm (1) low rank minimization (1)

Papers

Deep Hankel matrices with random elements L4DC 2024 Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022 Finite Time LTI System Identification JMLR 2021 Finite Sample System Identification: Optimal Rates and the Role of Regularization L4DC 2020 A Maximum Matching Algorithm for Basis Selection in Spectral Learning AISTATS 2017 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning JMLR 2016 Low-Rank Approximation of Weighted Tree Automata AISTATS 2016 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014 Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 Unsupervised Spectral Learning of Finite State Transducers NeurIPS 2013 Spectral Learning of General Weighted Automata via Constrained Matrix Completion NeurIPS 2012