HEPML-LivingReview
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Living Review of Machine Learning for Particle Physics
Dear Authors, thanks a lot for managing this really useful project! I would like to signal the following two papers about Support Vector Machines in HEP. If you think they...
Hello, My colleague and I recently posted an article discussing transfer learning, in this case, for neutrino event classification. I know that I could add this to the neutrino section...
Hello, thank you for constructing and maintaining this, our field needs it! Would it be possible to include the year of the paper in the titles? I can add the...
This was causing the category $H\rightarrow b\bar{b}$ to break.
- add DOI to 2112.09145 - add 2112.09145 and 2006.06685 to NF section
Hi, I studied how to improve jet energy corrections with graph neural network regression and figured it could be useful addition to this list of ML litterature. It uses modified...
The experimental section at the end is rather weak - we should fill in and expand this with previous results!
adding reference to SVM papers in HEP: one [sforza,lippi 2013] focusing on robustness of classification, the other [bevan, et al. 2017] focusing on hyperparameter optimization for SVM