James M. Decker

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 9

Top Topics

Levenberg Marquardt

Backpropagation Neural Networks

Programming Environments

Fully Functional

Top Venues

Proc. ACM Program. Lang.

Proc. VLDB Endow.

Publications

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. MLSys (2019)
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) (2019)
Grégory M. Essertel, Ruby Y. Tahboub, Fei Wang, James M. Decker, Tiark Rompf
Flare & Lantern: Efficiently Swapping Horses Midstream. Proc. VLDB Endow. 12 (12) (2019)
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)
Fei Wang, James M. Decker, Xilun Wu, Grégory M. Essertel, Tiark Rompf
Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming. NeurIPS (2018)
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 (2018)
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) (2018)
Fei Wang, Xilun Wu, Grégory M. Essertel, James M. Decker, Tiark Rompf
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator. CoRR (2018)
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 (2017)