conftrace_

spectral learning

31 papers

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Co-occurring keywords

weighted automaton (14) hidden markov model (302) predictive state representation (19) singular value decomposition (222) hankel matrix (11) dynamical system (398) spectral method (204) weighted automata (6) probabilistic model (476) latent variable model (564)

Papers

Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NIPS 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Learning Fourier Sparse Set Functions AISTATS 2012
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Reduced-Rank Hidden Markov Models AISTATS 2010