James Decker

Demystifying differentiable programming: shift/reset the penultimate backpropagator

Fei Wang, Daniel Zheng, James Decker et al. · Proceedings of the ACM on Programming Languages · 2019 · 50 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +14

Flare: optimizing apache spark with native compilation for scale-up architectures and medium-size data

Grégory M. Essertel, Ruby Y. Tahboub, James Decker et al. · Operating Systems Design and Implementation · 2018 · 24 citations

Cluster Computing, Engineering, Machine Learning +21

Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming

Fei Wang, James Decker, Xilun Wu et al. · Neural Information Processing Systems · 2018 · 18 citations

Mathematical Programming, Artificial Intelligence, Gradient Descent +19

AutoGraph: Imperative-style Coding with Graph-based Performance

Dan Moldovan, James Decker, Fei Wang et al. · 2019 · 12 citations

Artificial Intelligence, Engineering, Machine Learning +16

Flare: Native Compilation for Heterogeneous Workloads in Apache Spark

Grégory M. Essertel, Ruby Y. Tahboub, James Decker et al. · arXiv (Cornell University) · 2017 · 10 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +23