Nina Elmer
AI Fellow
Infosys - Cambridge AI Center, DAMTP, University of Cambridge
publications
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talks
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Talks
2026
Trust Issues: Stress-Testing ML Uncertainites in PDF Fits
IPPP Seminar, Durham, UK
Invited Seminar
Can We Trust AI? -- Building Trustworthy AI Systems
Infosys Industry Day, Cambridge, UK
Bridging AI and Particle Physics
London BSM Meeting, London, UK
Invited talk
Reliable Uncertainty Estimation for Amplitude surrogates
General MadGraph Meeting, Heidelberg, Germany
Learning reliable amplitude surrogates
Zurich Phenomenology Workshop: Machie Learning for Particle Physics - Zurich, Switzerland
Invited talk
2025
Learning Reliable Uncertainties
ACAT 2025 conference — Hamburg, Germany
Accuracy and uncertainty control for ML-Amplitudes
KISS BMBF Annual meeting — Munich, Germany
Invited talk
Learned Uncertainties for LHC-Networks
MadGraph5_aMC@NLO meeting - CERN, Switzerland
Using amplitudes for accuracy and uncertainty estimation in ML
COMETA Working Group Meeting - Online
Invited talk
2024
Accuracy and Uncertainties for ML-Amplitudes
Nikhef Theory Seminar — Amsterdam, Netherlands
Invited Seminar
The good, the bad, and the Bayesian
ML4Jets Conference — Paris, France
Uncertainty-aware machine learning for the LHC
PHYSTAT - Statistics meet AI — London, UK
Poster
The Impact of Theory Uncertainties in Global EDM Analyses
IRN Terascale Meeting — Frascati, Italy
A Global EDM Analysis with Theory Uncertainties
EDM Workshop — Trento, Italy
Invited Talk
A global interpretation of EDMs
Annual Meeting of the CRC TRR 257 — Karlsruhe, Germany
Invited Talk
2023
Global analysis: The true constraining power of different EDM measurements
IRN Terascale Meeting — Marseille, France
From Higgs to Top - A global SMEFT analysis
Pheno Conference — Pittsburgh, USA
From Higgs to Top - A global SMEFT analysis
BNL Lunch Seminar — Brookhaven, USA
Invited Seminar
Profiling and Marginalization in a global SMEFT analysis
ALPS Conference — Obergurgl, Austria
2022
To Profile or to Marginalize: A SMEFT case study
Higgs Conference — Pisa, Italy
To Profile or to Marginalize: A SMEFT case study
DESY Theory Workshop — Hamburg, Germany