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Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming.

, , , , , , , and . Proc. ACM Program. Lang., 5 (ICFP): 1-29 (2021)

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Simple, Distributed, and Accelerated Probabilistic Programming., , , , , , , and . CoRR, (2018)An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3907-3915. PMLR, (2021)Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming., , , , , , , and . Proc. ACM Program. Lang., 5 (ICFP): 1-29 (2021)The Base Measure Problem and its Solution., and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3583-3591. PMLR, (2021)Simple, Distributed, and Accelerated Probabilistic Programming., , , , , and . NeurIPS, page 7609-7620. (2018)Automatically batching control-intensive programs for modern accelerators., , , , and . MLSys, mlsys.org, (2020)Jewish Problems, and . (Oct 15, 2011)Decomposing reverse-mode automatic differentiation., , , , and . CoRR, (2021)The Foil: Capture-Avoiding Substitution With No Sharp Edges., , and . IFL, page 8:1-8:10. ACM, (2022)Automatic differentiation in machine learning: a survey, , and . CoRR, (2015)