High-dimensional inference for the ${\hat{I}}^3$-ray sky with differentiable programming

Siddharth Mishra-Sharma, Tracy R. Slatyer, Yitian Sun +1

We motivate the use of differentiable probabilistic programming techniques in order to account for the large model-space inherent to astrophysical ${\hat{I}}^3$-ray analyses. Targeting the…