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Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing.

, , , , , , , , , , , and . MLHPC@SC, page 9-20. IEEE, (2021)

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Object Proxy Patterns for Accelerating Distributed Applications., , , , , , and . CoRR, (2024)Convolutional neural network training with distributed K-FAC., , , , and . SC, page 94. IEEE/ACM, (2020)KAISA: an adaptive second-order optimizer framework for deep neural networks., , , , , , and . SC, page 13. ACM, (2021)Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing., , , , , , , , , and 2 other author(s). MLHPC@SC, page 9-20. IEEE, (2021)Aggregating Local Storage for Scalable Deep Learning I/O., , , and . DLS@SC, page 69-75. IEEE, (2019)Glioma Segmentation and a Simple Accurate Model for Overall Survival Prediction., , , and . BrainLes@MICCAI (2), volume 11384 of Lecture Notes in Computer Science, page 476-484. Springer, (2018)Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources., , , , , , , , , and . IPDPS Workshops, page 32-41. IEEE, (2023)The Diminishing Returns of Masked Language Models to Science., , , , , and . ACL (Findings), page 1270-1283. Association for Computational Linguistics, (2023)Efficient I/O for Neural Network Training with Compressed Data., , , and . IPDPS, page 409-418. IEEE, (2020)Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision., , , , , , , , , and 6 other author(s). BDCAT, page 15:1-15:10. ACM, (2023)