High-dimensional inference for the $\gamma$-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 $\gamma$-ray analyses. Targeting the l…