Mathieu Taillefumier

According to our database, Mathieu Taillefumier authored at least 2 papers between 2024 and 2025.

Collaborative distances:

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

2025

Robustness of Deep Learning Classification to Adversarial Input on GPUs: Asynchronous Parallel Accumulation Is a Source of Vulnerability.

Sanjif Shanmugavelu, Mathieu Taillefumier, Christopher Culver, Vijay Ganesh, Oscar R. Hernandez, Ada Sedova

Proceedings of the Euro-Par 2025: Parallel Processing, 2025

2024

Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications.

Sanjif Shanmugavelu, Mathieu Taillefumier, Christopher Culver, Oscar R. Hernandez, Mark Coletti, Ada Sedova

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024