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Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.

, , , , , , and . UAI, AUAI Press, (2016)

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Betty: An Automatic Differentiation Library for Multilevel Optimization., , , and . CoRR, (2022)Multimodal Machine Learning for Automated ICD Coding., , , , , , , , , and 2 other author(s). MLHC, volume 106 of Proceedings of Machine Learning Research, page 197-215. PMLR, (2019)Contrastive Self-supervised Learning for Graph Classification., and . AAAI, page 10824-10832. AAAI Press, (2021)MedDialog: Large-scale Medical Dialogue Datasets., , , , , , , , , and 4 other author(s). EMNLP (1), page 9241-9250. Association for Computational Linguistics, (2020)Improving the Generalization Performance of Multi-class SVM via Angular Regularization., , , and . IJCAI, page 2131-2137. ijcai.org, (2017)Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters., , , , , , , , , and . USENIX ATC, page 181-193. USENIX Association, (2017)Learning Latent Space Models with Angular Constraints., , , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3799-3810. PMLR, (2017)Adversarial Domain Adaptation Being Aware of Class Relationships., , , , , and . CoRR, (2019)Ellipse Detection of Optic Disc-and-Cup Boundary in Fundus Images., , , , , and . ISBI, page 601-604. IEEE, (2019)Diversity-Promoting and Large-Scale Machine Learning for Healthcare.. Carnegie Mellon University, USA, (2019)