The identification of interesting substructures within jets is an import...
With the vast data-collecting capabilities of current and future high-en...
Machine learning offers an exciting opportunity to improve the calibrati...
A common setting for scientific inference is the ability to sample from ...
There have been a number of recent proposals to enhance the performance ...
Collider data must be corrected for detector effects ("unfolded") to be
...
A key question for machine learning approaches in particle physics is ho...
We introduce jet topics: a framework to identify underlying classes of j...
Modern machine learning techniques can be used to construct powerful mod...