Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models. - Sujai Hiremath; Jacqueline R. M. A. Maasch; Mengxiao Gao; Promit Ghosal; Kyra Gan (NeurIPS, 2024)

Hybrid Global Causal Discovery with Local Search. - Sujai Hiremath; Jacqueline R. M. A. Maasch; Mengxiao Gao; Promit Ghosal; Kyra Gan (CoRR, 2024)

LoSAM: Local Search in Additive Noise Models with Unmeasured Confounders, a Top-Down Global Discovery Approach. - Sujai Hiremath; Promit Ghosal; Kyra Gan (CoRR, 2024)

LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery. - Sujai Hiremath; Promit Ghosal; Kyra Gan (UAI, 2025)

When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery. - Dominik Meier; Sujai Hiremath; Promit Ghosal; Kyra Gan (CoRR, 2025)