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Confident Multiple Choice Learning.

, , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2014-2023. PMLR, (2017)

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ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics., , , , , , and . CoRR, (2024)APUNet: Revitalizing GPU as Packet Processing Accelerator., , , , and . NSDI, page 83-96. USENIX Association, (2017)Online Adjustment of Two-stage Inference for Knowledge Caching., and . RiTA, page 1-5. IEEE, (2019)Confident Multiple Choice Learning., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2014-2023. PMLR, (2017)Tutel: Adaptive Mixture-of-Experts at Scale., , , , , , , , , and 5 other author(s). CoRR, (2022)ARK: GPU-driven Code Execution for Distributed Deep Learning., , , , , and . NSDI, page 87-101. USENIX Association, (2023)Cell Attachment on Inside-Outside Surface and Cell Encapsulation in Wall of Microscopic Tubular Scaffolds for Vascular Tissue-Like Formation., , , , , , , , , and 5 other author(s). EMBC, page 4198-4201. IEEE, (2018)Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference., , , , , , , and . CoRR, (2023)Elastic Resource Sharing for Distributed Deep Learning., , , , and . NSDI, page 721-739. USENIX Association, (2021)Accelerating GNN training with locality-aware partial execution., , , , , , , and . APSys, page 34-41. ACM, (2021)