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Particle/Astro-Machine Learning Seminar

Conditional Invertible Neural Networks for HEP

Abstract: 
  • Read more about Conditional Invertible Neural Networks for HEP

End-to-End-Optimised Summary Statistics for High Energy Physics 

Abstract:
  • Read more about End-to-End-Optimised Summary Statistics for High Energy Physics 

Bias and Priors in Machine Learning Calibrations for High Energy Physics

Abstract: 
  • Read more about Bias and Priors in Machine Learning Calibrations for High Energy Physics

Learning Optimal Test Statistics in the Presence of Nuisance Parameters

Abstract:
  • Read more about Learning Optimal Test Statistics in the Presence of Nuisance Parameters

Score-based Generative Models for Calorimeter Shower Simulation

Abstract:
  • Read more about Score-based Generative Models for Calorimeter Shower Simulation

 Discovering Symbolic Models from Deep Learning with Inductive Biases

Abstract:
  • Read more about  Discovering Symbolic Models from Deep Learning with Inductive Biases

Dancing with Myself: Interdisciplinary ML Methods for Choreography

Abstract:
  • Read more about Dancing with Myself: Interdisciplinary ML Methods for Choreography

Solving Combinatorial Problems at Particle Colliders Using Machine Learning

Abstract:
  • Read more about Solving Combinatorial Problems at Particle Colliders Using Machine Learning

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