Fair Universe HiggsML Uncertainty CERN workshop

Monday 19 May 2025 - 09:00
CERN (222/R-001)

        : Sessions
    /     : Talks
        : Breaks
19 May 2025
AM
09:00 Uncertainties in ML for HEP - Michael Kagan (SLAC National Accelerator Laboratory (US))  
09:30 Systematic uncertainty-aware neural network trainings for binned-likelihood analyses at the LHC - Roger Wolf (KIT - Karlsruhe Institute of Technology (DE))  
10:00 --- Coffee break ---
10:30 Fair Universe HiggML uncertainty competition overview and results. - Wahid Bhimji (Lawrence Berkeley National Lab. (US)) David Rousseau (IJCLab-Orsay)  
11:00 Bronze medal talk : HZUME - Hashizume Yota (Kyoto University)  
11:15 Gold medal tie talk - HEPHY: Unbinned inclusive cross-section measurements with machine-learned systematic uncertainties - Robert Schoefbeck (Austrian Academy of Sciences (AT))  
11:40 Gold medal tie talk - IBRAHIME: Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation - Ibrahim Elsharkawy (University of Illinois Urbana-Champaign)  
PM
12:05 Fair Universe outlook : permanent release and cosmology weak-lensing challenge - Wahid Bhimji (Lawrence Berkeley National Lab. (US)) David Rousseau (IJCLab-Orsay)