* Keynote at the 19th International Workshop on Advanced Computing and
Analysis Techniques in Physics Research (ACAT 2019) Access Paper or Ask Questions
* Phys. Rev. D 98, 052004 (2018) * See also the companion publication "Constraining Effective Field
Theories with Machine Learning" at arXiv:1805.00013, a brief introduction
presenting the key ideas. The code for these studies is available at
https://github.com/johannbrehmer/higgs_inference . v2: Added references. v3:
Improved description of algorithms, added references. v4: Clarified text,
added references Access Paper or Ask Questions
* Phys. Rev. Lett. 121, 111801 (2018) * See also the companion publication "A Guide to Constraining Effective
Field Theories with Machine Learning" at arXiv:1805.00020, an in-depth
analysis of machine learning techniques for LHC measurements. The code for
these studies is available at
https://github.com/johannbrehmer/higgs_inference . v2: New schematic figure
explaining the new algorithms, added references. v3, v4: Added references Access Paper or Ask Questions