Citing FastPGM ============== If you find FastPGM useful, please consider citing our papers. Fast-BNS in IPDPS 2022 `Fast Parallel Bayesian Network Structure Learning `__: .. code-block:: bibtex @inproceedings{jiang2022fast, title={Fast Parallel Bayesian Network Structure Learning}, author={Jiang, Jiantong and Wen, Zeyi and Mian, Ajmal}, booktitle={2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, pages={617--627}, year={2022} } Fast-BNS-v2 in TPDS (2024) `Parallel and Distributed Bayesian Network Structure Learning `__: .. code-block:: bibtex @article{yang2024parallel, title={Parallel and Distributed Bayesian Network Structure Learning}, author={Yang, Jian and Jiang, Jiantong and Wen, Zeyi and Mian, Ajmal}, journal={IEEE Transactions on Parallel and Distributed Systems}, year={2024}, volume={35}, number={4}, pages={517-530} } Fast-BNI in PPoPP 2023 `Fast Parallel Exact Inference on Bayesian Networks `__: .. code-block:: bibtex @inproceedings{jiang2023fast, title={Fast Parallel Exact Inference on Bayesian Networks}, author={Jiang, Jiantong and Wen, Zeyi and Mansoor, Atif and Mian, Ajmal}, booktitle={Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming}, pages={425--426}, year={2023} } Faster-BNI in TPDS (2024) `Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks `__: .. code-block:: bibtex @article{jiang2024faster, title={Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks}, author={Jiang, Jiantong and Wen, Zeyi and Mansoor, Atif and Mian, Ajmal}, journal={IEEE Transactions on Parallel and Distributed Systems}, year={2024}, volume={35}, number={8}, pages={1444-1455} Fast-PGM (inference only) in USENIX ATC 2024 `Fast inference for probabilistic graphical models `__: .. code-block:: bibtex @inproceedings{jiang2024fast, title={Fast inference for probabilistic graphical models}, author={Jiang, Jiantong and Wen, Zeyi and Mansoor, Atif and Mian, Ajmal}, booktitle={2024 USENIX Annual Technical Conference (USENIX ATC 24)}, pages={95--110}, year={2024} } Fast-PGM (the library) `Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference `__: .. code-block:: bibtex @article{jiang2024fastpgm, title={Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference}, author={Jiang, Jiantong and Wen, Zeyi and Yang, Peiyu and Mansoor, Atif and Mian, Ajmal}, journal={arXiv preprint arXiv:2405.15605}, year={2024} }