Daniel Bourgeois

According to our database, Daniel Bourgeois authored at least 6 papers between 2015 and 2024.

Collaborative distances:

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

2024

EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution.

Daniel Bourgeois, Zhimin Ding, Dimitrije Jankov, Jiehui Li, Sleem Mahmoud Abdelghafar, Yuxin Tang, Jiawen Yao, Xinyu Yao, Chris Jermaine

CoRR, 2024

TURNIP: A "Nondeterministic" GPU Runtime with CPU RAM Offload.

Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido-Botran, Christopher M. Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Mahmoud Abdelghafar, Daniel Bourgeois

CoRR, 2024

2023

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning.

Yuxin Tang, Zhimin Ding, Dimitrije Jankov, Binhang Yuan, Daniel Bourgeois, Chris Jermaine

Proceedings of the International Conference on Machine Learning, 2023

2021

Tensor Relational Algebra for Distributed Machine Learning System Design.

Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine

Proc. VLDB Endow., 2021

2020

Tensor Relational Algebra for Machine Learning System Design.

Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine

CoRR, 2020

2015

Higher-level parallelization for local and distributed asynchronous task-based programming.

Hartmut Kaiser, Thomas Heller, Daniel Bourgeois, Dietmar Fey

Proceedings of the First International Workshop on Extreme Scale Programming Models and Middleware, 2015