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Aishik Ghosh

2 accepted papers

2025

FAIR Universe HiggsML Uncertainty Dataset and Competition

NeurIPS 2025poster

The FAIR Universe – HiggsML Uncertainty Challenge focused on measuring the physical properties of elementary particles with imperfect simulators. Participants were required to compute and report confidence intervals for a parameter of interest regarding the Higgs boson while accounting for various s…

Cited by 0SourcecodeScholar
2023

End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics

NeurIPS 2023poster

High-energy collisions at the Large Hadron Collider (LHC) provide valuable insights into open questions in particle physics. However, detector effects must be corrected before measurements can be compared to certain theoretical predictions or measurements from other detectors. Methods to solve this…

Cited by 40SourcePDFScholar