Point-Identification of a Robust Predictor Under Latent Shift with Imperfect Proxies

Zahra Rahiminasab, Reza Soumi, Arto Klami +1

Addressing the domain adaptation problem becomes more challenging when distribution shifts across domains stem from latent confounders that affect both covariates and outcomes. Exi…