Mukherjee, Sach

8 publications

ICLRW 2025 Large Language Models for Zero-Shot Inference of Causal Structures in Biology Izzy Newsham, Luka Kovačević, Richard Moulange, Nan Rosemary Ke, Sach Mukherjee

ICLR 2024 Invariance-Based Learning of Latent Dynamics Kai Lagemann, Christian Lagemann, Sach Mukherjee

JMLR 2023 Regularized Joint Mixture Models Konstantinos Perrakis, Thomas Lartigue, Frank Dondelinger, Sach Mukherjee

UAI 2020 Evaluation of Causal Structure Learning Algorithms via Risk Estimation Marco Eigenmann, Sach Mukherjee, Marloes Maathuis

JMLR 2019 Causal Learning via Manifold Regularization Steven M. Hill, Chris J. Oates, Duncan A. Blythe, Sach Mukherjee

JMLR 2016 A Gibbs Sampler for Learning DAGs Robert J. B. Goudie, Sach Mukherjee

JMLR 2016 Estimating Causal Structure Using Conditional DAG Models Chris. J. Oates, Jim Q. Smith, Sach Mukherjee

AISTATS 2014 Joint Structure Learning of Multiple Non-Exchangeable Networks Chris J. Oates, Sach Mukherjee