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hankel matrix

11 papers

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Co-occurring keywords

spectral learning (31) singular value decomposition (222) weighted automaton (14) system identification (99) spectral method (204) concentration bound (28) nuclear norm regularization (26) low-rank approximation (323) low rank hankel matrix (1) probabilistic model (476)

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
Low-Rank Approximation of Weighted Tree Automata AISTATS 2016
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning JMLR 2016
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012