Lulu Gong

Learning Mixtures of Linear Dynamical Systems (MoLDS) via Hybrid Tensor–EM Method

Linear dynamical systems (LDSs) have been powerful tools for modeling high-dimensional time-series data across many domains, including neuroscience. However, a single LDS often struggles to capture the heterogeneity of neural data, where trajectories recorded under different conditions can have vari…