Sujai Hiremath
I am a PhD student in Operations Research at Cornell Tech. I am interested in developing robust and scalable causal discovery algorithms, with applications to downstream causal inference. I am advised by Professor Kyra Gan.
Papers
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models.
Sujai Hiremath, Jacqueline Maasch, Mengxiao Gao, Promit Ghosal, Kyra Gan.
38th Conference on Neural Information Processing Systems (NeurIPS 2024).
Preprints
LoSAM: Local Search in Additive Noise Models with Unmeasured Confounders, a Top-Down Global Discovery Approach.
Sujai Hiremath, Promit Ghosal, Kyra Gan.
arXiv October 2024.
Working Projects
Diffusion is All You Need (for Causal Discovery)
(with Dominik Meier, Promit Ghosal, Kyra Gan).