Robustifying Algorithms of Learning Latent Trees with Vector Variables

Fengzhuo Zhang, Vincent Y. F. Tan

We consider learning the structures of Gaussian latent tree models with vector observations when a subset of them are arbitrarily corrupted. First, we present the sample complexiti…