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8:30 AM
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--- Registration ---
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9:00 AM
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Welcome
(until 9:15 AM)
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9:00 AM
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Welcome and Organisatorical Remarks
- Dr
Claudius Krause
(HEPHY Vienna (ÖAW))
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9:05 AM
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Welcome to HEPHY
-
Christoph Schwanda
Christoph Schwanda
(Austrian Academy of Sciences (AT))
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9:15 AM
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Morning Session
(until 10:00 AM)
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9:15 AM
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Artificial Proto-Modelling: Building Precursors of a Next Standard Model from Simplified Model Results
-
Wolfgang Waltenberger
(Austrian Academy of Sciences (AT))
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10:00 AM
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--- Coffee Break ---
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10:30 AM
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Morning Session
(until 12:00 PM)
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10:30 AM
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Optimal operation of cryogenic calorimeters through deep reinforcement learning
-
Felix Wagner
(HEPHY Vienna)
Felix Wagner
(Vienna University of Technology)
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11:15 AM
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Machine learning for modern radio surveys
-
Lara Alegre
(Heildelberg University)
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9:00 AM
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Morning Session
(until 10:00 AM)
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9:15 AM
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Tree boosting for learning EFT parameters
-
Dennis Schwarz
(Austrian Academy of Sciences (AT))
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10:00 AM
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--- Coffee Break ---
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10:30 AM
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Morning Session
(until 12:00 PM)
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10:30 AM
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Generative Modelling of Calorimeter Showers and Particle Jets
-
Thorsten Lars Henrik Buss
(Universität Hamburg)
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11:15 AM
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ML applications in searches for long-lived particles at CMS
-
Lisa Benato
(Hamburg University (DE))
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9:00 AM
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Morning Session
(until 10:00 AM)
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9:00 AM
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High Multiplicity with JetGPT - LHC Event Generation with Autoregressive Transformers
-
Jonas Simon Spinner
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10:00 AM
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--- Coffee Break ---
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10:30 AM
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Morning Session
(until 1:30 PM)
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10:30 AM
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(Direct) Diffusion for LHC Event Generation
-
Sofia Palacios Schweitzer
(ITP, University Heidelberg)
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11:15 AM
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Precision-Machine Learning for the Matrix Element Method
-
Nathan Huetsch
(Heidelberg University, ITP Heidelberg)
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2:00 PM
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Afternoon Session
(until 3:30 PM)
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2:00 PM
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A Survey of Machine Learning Methods for Anomaly Detection
-
Radha Mastandrea
(University of California, Berkeley)
Radha Mastandrea
(LBNL)
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2:45 PM
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Back To The Roots: Tree-Based Algorithms for Weakly Supervised Anomaly Detection
-
Michael Kramer
(Rheinisch Westfaelische Tech. Hoch. (DE))
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3:30 PM
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--- Coffee Break ---
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4:00 PM
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Afternoon Session
(until 5:30 PM)
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4:00 PM
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Semi-visible jets, energy-based models, and self-supervision
-
Luigi Favaro
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4:45 PM
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Hunting for di-Higgs in hadronic final states: showcasing Machine Learning for modelling of hadronic backgrounds and elucidating rare signals
-
Nicole Michelle Hartman
(TUM (DE))
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6:00 PM
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--- Welcome Reception ---
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2:00 PM
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Afternoon Session
(until 3:30 PM)
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2:00 PM
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The MadNIS Reloaded
-
Theo Heimel
(Universität Heidelberg)
Theo Heimel
(Heidelberg University)
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2:45 PM
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Machine learning methods & Ultra-High Energy Cosmic Rays
-
Blaz Bortolato
(Institute Josef Stefan)
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3:30 PM
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--- Coffee Break ---
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4:00 PM
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Afternoon Session
(until 5:30 PM)
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4:00 PM
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Flow Unfolding for CP-Observable Reconstruction
-
Jona Ackerschott
(Universite de Geneve (CH))
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7:00 PM
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--- Dinner ---
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1:30 PM
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Discussion
(until 3:00 PM)
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