conftrace_

subspace identification

10 papers

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Co-occurring keywords

dynamical system (398) neural population (44) linear dynamical system (86) spectral learning (31) generalized linear model (138) latent state (47) kernel canonical correlation (3) system identification (99) canonical correlation analysis (111) value function approximation (100)

Papers

Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NIPS 2024
Subspace Identification for Multi-Source Domain Adaptation NIPS 2023
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023
Provable Subspace Identification Under Post-Nonlinear Mixtures NIPS 2022
Robust Data-Driven Output Feedback Control via Bootstrapped Multiplicative Noise L4DC 2022
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Predictive State Temporal Difference Learning NIPS 2010
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NIPS 2006