Propensity Score Alignment of Unpaired Multimodal Data. - Johnny Xi; Jana Osea; Zuheng Xu; Jason S. Hartford (NeurIPS, 2024)

Propensity Score Alignment of Unpaired Multimodal Data. - Johnny Xi; Jason S. Hartford (CoRR, 2024)

Distinguishing Cause from Effect with Causal Velocity Models. - Johnny Xi; Hugh Dance; Peter Orbanz; Benjamin Bloem-Reddy (CoRR, 2025)

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. - Amin Adibi; Xu Cao; Zongliang Ji; Jivat Neet Kaur; Winston Chen; Elizabeth Healey; Brighton Nuwagira; Wenqian Ye; Geoffrey Woollard; Maxwell A. Xu; Hejie Cui; Johnny Xi; et al. (CoRR, 2025)

Identifying metric structures of deep latent variable models. - Stas Syrota; Yevgen Zainchkovskyy; Johnny Xi; Benjamin Bloem-Reddy; Søren Hauberg (CoRR, 2025)