James M. Decker

According to our database, James M. Decker authored at least 8 papers between 2017 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Flare & Lantern: Efficiently Swapping Horses Midstream.

Grégory M. Essertel, Ruby Y. Tahboub, Fei Wang, James M. Decker, Tiark Rompf

Proc. VLDB Endow., 2019

Demystifying differentiable programming: shift/reset the penultimate backpropagator.

Fei Wang, Daniel Zheng, James M. Decker, Xilun Wu, Grégory M. Essertel, Tiark Rompf

Proc. ACM Program. Lang., 2019

AutoGraph: Imperative-style Coding with Graph-based Performance.

Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

2018

Refunctionalization of abstract abstract machines: bridging the gap between abstract abstract machines and abstract definitional interpreters (functional pearl).

Guannan Wei, James M. Decker, Tiark Rompf

Proc. ACM Program. Lang., 2018

Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator.

Fei Wang, Xilun Wu, Grégory M. Essertel, James M. Decker, Tiark Rompf

CoRR, 2018

Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data.

Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming.

Fei Wang, James M. Decker, Xilun Wu, Grégory M. Essertel, Tiark Rompf

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Flare: Native Compilation for Heterogeneous Workloads in Apache Spark.

Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf

CoRR, 2017