14–17 Jul 2025
Seattle, Washington
US/Pacific timezone

Accelerating binned 
Likelihood fits in HEP
 with JAX

14 Jul 2025, 12:10
20m
Seattle, Washington

Seattle, Washington

University of Washington

Speaker

Manfred Peter Fackeldey (Princeton University (US))

Description

Binned Likelihoods (and optimizations of thereof) in HEP offer various parallelization opportunities. This talk discusses those opportunities, and discusses how they can be implemented using the JAX package. Finally, the evermore package is presented as a show-case that enables those optimizations with JAX already.

Author

Manfred Peter Fackeldey (Princeton University (US))

Presentation materials