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Parallelism-preserving automatic differentiation for second-order array languages.

, , , and . FHPNC@ICFP, page 13-23. ACM, (2021)

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Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming., , , , , , , and . CoRR, (2021)Differentiating a Tensor Language., , , , and . CoRR, (2020)Firefly Monte Carlo: Exact MCMC with Subsets of Data., and . UAI, page 543-552. AUAI Press, (2014)Parallel Algebraic Effect Handlers., , , and . CoRR, (2021)Parallelism-preserving automatic differentiation for second-order array languages., , , and . FHPNC@ICFP, page 13-23. ACM, (2021)Automatically batching control-intensive programs for modern accelerators., , , , and . MLSys, mlsys.org, (2020)You Only Linearize Once: Tangents Transpose to Gradients., , , , and . Proc. ACM Program. Lang., 7 (POPL): 1246-1274 (January 2023)PartIR: Composing SPMD Partitioning Strategies for Machine Learning., , , , , , , , , and 6 other author(s). CoRR, (2024)Automatically Batching Control-Intensive Programs for Modern Accelerators., , , , and . CoRR, (2019)Gradient-based Hyperparameter Optimization through Reversible Learning, , and . (2015)cite arxiv:1502.03492Comment: 10 figures. Submitted to ICML.