Grégory M. Essertel

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Multilayer Perceptron Neural Network

Aggregate Functions

Relational Tables

Machine Learning Systems

Top Venues

Proc. ACM Program. Lang.

Proc. VLDB Endow.

Publications

Supun Abeysinghe, Fei Wang, Grégory M. Essertel, Tiark Rompf
Architecting Intermediate Layers for Efficient Composition of Data Management and Machine Learning Systems. CoRR (2023)
Grégory M. Essertel, Ruby Y. Tahboub, Tiark Rompf
On-stack replacement for program generators and source-to-source compilers. GPCE (2021)
Ruby Y. Tahboub, Xilun Wu, Grégory M. Essertel, Tiark Rompf
Towards compiling graph queries in relational engines. DBPL (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, Guannan Wei, Tiark Rompf
Precise reasoning with structured time, structured heaps, and collective operations. Proc. ACM Program. Lang. 3 (OOPSLA) (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)
Youyou Cong, Leo Osvald, Grégory M. Essertel, Tiark Rompf
Compiling with continuations, or without? whatever. Proc. ACM Program. Lang. 3 (ICFP) (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)
Ruby Y. Tahboub, Grégory M. Essertel, Tiark Rompf
How to Architect a Query Compiler, Revisited. SIGMOD Conference (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)
Leo Osvald, Grégory M. Essertel, Xilun Wu, Lilliam I. González Alayón, Tiark Rompf
Gentrification gone too far? affordable 2nd-class values for fun and (co-)effect. OOPSLA (2016)