2 papers
cs.LG2024
Proxy Methods for Domain Adaptation
Katherine Tsai, Stephen R. Pfohl, Olawale Salaudeen +5
We study the problem of domain adaptation under distribution shift, where the shift is due to a change in the distribution of an unobserved, latent variable that confounds both the…
cs.LG2023
Goodness-of-Fit of Attributed Probabilistic Graph Generative Models
Pablo Robles-Granda, Katherine Tsai, Oluwasanmi Koyejo
Probabilistic generative models of graphs are important tools that enable representation and sampling. Many recent works have created probabilistic models of graphs that are capabl…