30 April 2024 to 3 May 2024
Amsterdam, Hotel CASA
Europe/Amsterdam timezone

Session

2.3 Simulation-based inference

30 Apr 2024, 14:50
Amsterdam, Hotel CASA

Amsterdam, Hotel CASA

Conveners

2.3 Simulation-based inference

  • Roberto Ruiz de Austri

Presentation materials

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14:00
15:00
Christopher Eckner
Characterizing the Fermi-LAT high-latitude sky with simulation-based inference
Sorbonne, Hotel CASA
14:50 - 14:53
Konstantin Karchev
Simulation-Based Supernova Ia Cosmology
Sorbonne, Hotel CASA
14:53 - 14:56
Guillermo Franco Abellan
Optimizing bayesian inference in cosmology with Marginal Neural Ratio Estimation
Sorbonne, Hotel CASA
14:56 - 14:59
James Alvey
Stochastic Gravitational Wave Background Analysis with SBI
Sorbonne, Hotel CASA
14:59 - 15:02
Alessio Spurio Mancini
COSMOPOWER: fully-differentiable Bayesian cosmology with neural emulators
Sorbonne, Hotel CASA
15:02 - 15:22
Caroline Heneka
Networks Learning the Universe: From 3D (cosmological inference) to 1D (classification of spectra)
Sorbonne, Hotel CASA
15:22 - 15:42
Andre Scaffidi
Anomaly aware machine learning for dark matter direct detection at DARWIN
Sorbonne, Hotel CASA
15:42 - 15:45
Adam Ormondroyd
Clustering Considerations for Nested Sampling
Sorbonne, Hotel CASA
15:45 - 15:48
Yong Sheng Koay
Enhancing Robustness: BSM Parameter Inference with n1D-CNN and Novel Data Augmentation
Sorbonne, Hotel CASA
15:48 - 15:51
Thomas Gessey-Jones
Fully Bayesian Forecasts with Neural Bayes Ratio Estimation
Sorbonne, Hotel CASA
15:51 - 15:54