Learning Nonlinear Factor Models with Unknown Monotone Links from Incomplete and Noisy Data

Yutong Chao, Resat Gökhan, Jalal Etesami +1

We study a nonlinear factor model in which observed responses depend on low-rank latent factors through an unknown monotone link function. This setting is challenging and largely u…