Causal Temporal Representation Learning with Nonstationary Sparse Transition

Xiangchen Song, Zijian Li, Guangyi Chen +4

Causal Temporal Representation Learning (Ctrl) methods aim to identify the temporal causal dynamics of complex nonstationary temporal sequences. Despite the success of existing Ctr…