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James M. Decker
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2010 – 2019
- 2019
- [j3]Fei Wang, Daniel Zheng, James M. Decker, Xilun Wu, Grégory M. Essertel, Tiark Rompf:
Demystifying differentiable programming: shift/reset the penultimate backpropagator. Proc. ACM Program. Lang. 3(ICFP): 96:1-96:31 (2019) - [j2]Grégory M. Essertel, Ruby Y. Tahboub, Fei Wang, James M. Decker, Tiark Rompf:
Flare & Lantern: Efficiently Swapping Horses Midstream. Proc. VLDB Endow. 12(12): 1910-1913 (2019) - [c3]Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko:
AutoGraph: Imperative-style Coding with Graph-based Performance. SysML 2019 - 2018
- [j1]Guannan Wei
, James M. Decker, Tiark Rompf:
Refunctionalization of abstract abstract machines: bridging the gap between abstract abstract machines and abstract definitional interpreters (functional pearl). Proc. ACM Program. Lang. 2(ICFP): 105:1-105:28 (2018) - [c2]Fei Wang, James M. Decker, Xilun Wu, Grégory M. Essertel, Tiark Rompf:
Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming. NeurIPS 2018: 10201-10212 - [c1]Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf:
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data. OSDI 2018: 799-815 - [i3]Fei Wang, Xilun Wu, Grégory M. Essertel, James M. Decker, Tiark Rompf:
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator. CoRR abs/1803.10228 (2018) - [i2]Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko:
AutoGraph: Imperative-style Coding with Graph-based Performance. CoRR abs/1810.08061 (2018) - 2017
- [i1]Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf:
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark. CoRR abs/1703.08219 (2017)
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