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Automatically batching control-intensive programs for modern accelerators.

A. Radul, B. Patton, D. Maclaurin, M. Hoffman, and R. Saurous. MLSys, mlsys.org, (2020)

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Automatically batching control-intensive programs for modern accelerators.A. Radul, B. Patton, D. Maclaurin, M. Hoffman, and R. Saurous. MLSys, mlsys.org, (2020)Parallel Algebraic Effect Handlers.N. Xie, D. Johnson, D. Maclaurin, and A. Paszke. CoRR, (2021)Parallelism-preserving automatic differentiation for second-order array languages.A. Paszke, M. Johnson, R. Frostig, and D. Maclaurin. FHPNC@ICFP, page 13-23. ACM, (2021)Differentiating a Tensor Language.G. Bernstein, M. Mara, T. Li, D. Maclaurin, and J. Ragan-Kelley. CoRR, (2020)Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming.A. Paszke, D. Johnson, D. Duvenaud, D. Vytiniotis, A. Radul, M. Johnson, J. Ragan-Kelley, and D. Maclaurin. CoRR, (2021)Firefly Monte Carlo: Exact MCMC with Subsets of Data.D. Maclaurin, and R. Adams. UAI, page 543-552. AUAI Press, (2014)You Only Linearize Once: Tangents Transpose to Gradients.A. Radul, A. Paszke, R. Frostig, M. Johnson, and D. Maclaurin. Proc. ACM Program. Lang., 7 (POPL): 1246-1274 (January 2023)PartIR: Composing SPMD Partitioning Strategies for Machine Learning.S. Alabed, B. Chrzaszcz, J. Franco, D. Grewe, D. Maclaurin, J. Molloy, T. Natan, T. Norman, X. Pan, A. Paszke and 6 other author(s). CoRR, (2024)Early Stopping is Nonparametric Variational Inference.D. Maclaurin, D. Duvenaud, and R. Adams. CoRR, (2015)Convolutional Networks on Graphs for Learning Molecular FingerprintsD. Duvenaud, D. Maclaurin, J. Iparraguirre, R. Bombarell, T. Hirzel, A. Aspuru-Guzik, and R. Adams. Advances in Neural Information Processing Systems 28, Curran Associates, Inc., (2015)

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Disambiguation of "Maclaurin, Dougal"

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Automatically batching control-intensive programs for modern accelerators.

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Disambiguation of "Maclaurin, Dougal"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Automatically batching control-intensive programs for modern accelerators.

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Automatically batching control-intensive programs for modern accelerators.