LHC EFT WG - Area 3: Observables - Opportunities and Challenges of Machine Learning for EFT analyses

Tuesday 24 Oct 2023, 15:00 → 16:40 Europe/Zurich

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The meeting will take place virtually via Zoom.

video1424185110.mp4

15:00 → 15:20 Machine Learning opportunities for EFT analyses

Speaker: Jaco ter Hoeve (Nikhef and VU Amsterdam)

LHCEFTWG_terHoeve.pdf

15:20 → 15:40 Unbinned MVA techniques for EFT analyses

Speaker: Alfredo Glioti (IPhT)

Glioti.pdf

15:40 → 16:00 Machine Learning for Higgs CP properties

Speaker: Antonio Manuel Mendes Jacques Da Costa (University of Manchester (GB))

LHCEFTWG_Meeting_24_10_23.pdf

16:00 → 16:20 Reinterpretable Machine Learning observables

Speaker: Tomasz Procter (University of Glasgow (GB))

MLReinterpretation4EFT.pdf

16:20 → 16:40 Tree boosting for EFT analyses

Speaker: Robert Schoefbeck (Austrian Academy of Sciences (AT))

23-10-24 Tree boosting and NNs for EFT.pdf